ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ืื™ืš ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืขื•ื‘ื“ืช

ืขื•ื“ื›ืŸ ื‘

ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ืื™ืš ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืขื•ื‘ื“ืช

ืขื•ื“ื›ืŸ ื‘

ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ืื™ืš ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืขื•ื‘ื“ืช

ืขื•ื“ื›ืŸ ื‘

ืžื“ื™ ืคืขื, ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืฆืฆื” ื•ืžืขื ื™ืงื” ืœื™ื•ืฆืจื™ื ื•ืœืžืคืชื—ื™ื ืคืœื˜ืคื•ืจืžื” ื—ื“ืฉื” ืœื’ืžืจื™ ืœื‘ื ื•ืช ืขืœื™ื”. ื”ืžืขื‘ืจ ืžืžืงืœื“ื•ืช ืœืžืกื›ื™ ืžื’ืข ืฉื™ื ื” ื”ื›ื•ืœ, ื•ื›ืขืช ืžืชื’ื‘ืฉ ืžืžืฉืง ื—ื“ืฉ. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืœื ืคื•ืœืฉื ื™ ืœืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืชื—ื•ืช ื—ื–ื™ืช ื—ื“ืฉื” ืœื™ื™ืฉื•ืžื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ. ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ื“ื‘ืจ ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ื‘ืžืฉื—ืงื™ื, ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื•ื™ืจื˜ื•ืืœื™ื•ืช ืกื•ื—ืคื•ืช ื™ื•ืชืจ, ื‘ืชื›ื ื•ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืžื”ื“ื•ืจ ื”ื‘ื ื•ื‘ื‘ื ื™ื™ืช ืกื‘ื™ื‘ื•ืช ื—ื›ืžื•ืช ื•ืžื’ื™ื‘ื•ืช ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื™ื•ืชืจ ืžื’ืื“ื’'ื˜; ื”ื™ื ืขืจื›ืช ื›ืœื™ื ืœื‘ื ื™ื™ืช ื”ื’ืœ ื”ื‘ื ืฉืœ ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืขื™ืฆื•ื‘ ืœื‘ื™ืฉ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ืคื›ื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื‘ื›ืš ืฉื”ืŸ ืžืฉืœื‘ื•ืช ื—ื™ื™ืฉื ื™ EEG ื‘ืชื•ืš ืžื‘ื ื” ืžื•ื›ืจ ืฉืœ ืื•ื–ื ื™ื•ืช. ื”ืŸ ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ืฉืœืš ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช ืœืคืงื•ื“ื•ืช ืœืฉืœื™ื˜ื” ืœืœื ื™ื“ื™ื™ื ื‘ืžื›ืฉื™ืจื™ื ืฉืœืš.

  • ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœื ื’ื™ืฉื•ืช: ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื”ื–ื“ืžื ื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘ื™ื, ื‘ื‘ืชื™ื ื—ื›ืžื™ื ื•ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ ื•ืœื”ืฆื™ืข ืขืจื•ืฆื™ ืชืงืฉื•ืจืช ื—ื“ืฉื™ื.

  • ื‘ื—ืจื• ืœืคื™ ื”ืžื˜ืจื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื›ื: ืžืฆื™ืืช ื”ืžื›ืฉื™ืจ ื”ื ื›ื•ืŸ ืคื™ืจื•ืฉื” ื”ืชืืžืช ื”ืชื›ื•ื ื•ืช ืฉืœื• ืœืฆืจื›ื™ื ืฉืœื›ื. ื—ืฉื‘ื• ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ืžื• ืžื—ืงืจ ืื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจ, ื•ืื– ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”, ืชืื™ืžื•ืช ื”ืชื•ื›ื ื” ื•ื”ืชืงืฆื™ื‘ ืฉืœื›ื ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช.

ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื•ื›ื™ืฆื“ ื”ืŸ ืคื•ืขืœื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื•ืœื™ ื ืฉืžืขื•ืช ื›ืžื• ืžืฉื”ื• ืžืกืจื˜ ืžื“ืข ื‘ื“ื™ื•ื ื™, ืื‘ืœ ื”ืŸ ืคื™ืชื•ื— ืืžื™ืชื™ ื•ืžืจื’ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืฉื”. ืืคืฉืจ ืœื—ืฉื•ื‘ ืขืœื™ื”ืŸ ื›ืื•ื–ื ื™ื•ืช ื—ื›ืžื•ืช ืฉืขื•ืฉื•ืช ื™ื•ืชืจ ืžืืฉืจ ืจืง ืœื”ืฉืžื™ืข ืžื•ื–ื™ืงื”. ื”ืŸ ื“ืจืš ื“ื™ืกืงืจื˜ื™ืช ื•ื ื™ื™ื“ืช ืœืžื“ื•ื“ ืคืขื™ืœื•ืช ื—ืฉืžืœื™ืช ืžื”ืžื•ื— ืฉืœืš ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื•ื›ื ื ื™ื ืœื”ื™ื•ืช ื ื•ื—ื™ื ืžืกืคื™ืง ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืœื”ืชืื™ื ื”ื™ื˜ื‘ ืœืื•ื–ื ื™ื™ื ืฉืœืš ื›ืžื• ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืงืกื ืงื•ืจื” ื›ืฉื”ืŸ ืžืชืจื’ืžื•ืช ืืช ื”ืื•ืชื•ืช ืฉืœ ื”ืžื•ื— ืฉืœืš, ื•ืœืขื™ืชื™ื ืืคื™ืœื• ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื“ืจืš ื—ื“ืฉื” ืœื’ืžืจื™, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื.

ื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืฉื‘ืคื ื™ื

ื‘ืœื‘ ื›ืœ ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื ืžืฆื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื ืชื™ื‘ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ื‘ื™ืŸ ื”ืžื•ื— ืฉืœืš ืœื‘ื™ืŸ ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืกืžืืจื˜ืคื•ืŸ. ื”ื™ื ืžืืคืฉืจืช ืœืš ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœืš ื‘ืœื™ ืœื”ื–ื“ืงืง ืœืžืงืœื“ืช, ืœืขื›ื‘ืจ, ืื• ืืคื™ืœื• ืœืงื•ืœ ืฉืœืš. ื”-BCI ืคื•ืขืœ ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ื ื™ื•ืช ืฉืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื•ืฆืจื™ื ืขืœ ื™ื“ื™ ืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœืš. ืœืื—ืจ ืžื›ืŸ ืื•ืชื•ืช ืืœื” ืžืคื•ืขื ื—ื™ื ืขืœ ื™ื“ื™ ืืœื’ื•ืจื™ืชืžื™ื ืžืชืงื“ืžื™ื, ื•ื”ื•ืคื›ื™ื ืืช ื”ื›ื•ื•ื ื•ืช ืฉืœืš ืœืคืขื•ืœื•ืช ื‘ืคื•ืขืœ. ื–ื• ื“ืจืš ื—ืœืงื” ืœื ื”ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœืš, ืฉืžืฆื™ืขื” ืจืžืช ืฉืœื™ื˜ื” ื—ื“ืฉื” ืฉืžืจื’ื™ืฉื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื•ื™ืฉื™ืจื”.

ื–ื™ื”ื•ื™ ื•ืขื™ื‘ื•ื“ ืื•ืชื•ืช ืžื•ื—

ืื– ืื™ืš ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ื‘ืืžืช ืงื•ืœื˜ื•ืช ืืช ืื•ืชื•ืช ื”ืžื•ื— ืฉืœืš? ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื ื•ืœื ืคื•ืœืฉื ื™ื™ื ืฉื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืžืชื—ื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœืš ืžื™ื™ืฆืจื™ื. ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ืืœื” ื ืฉืœื—ื™ื ืœืื—ืจ ืžื›ืŸ ื‘ืื•ืคืŸ ืืœื—ื•ื˜ื™ ืœืžื›ืฉื™ืจ ืžื—ื•ื‘ืจ, ืฉื‘ื• ืชื•ื›ื ื” ืžืขื‘ื“ืช ืืช ื”ืื•ืชื•ืช ื‘ื–ืžืŸ ืืžืช, ืžืกื ื ืช ืจืขืฉ ื•ืžื–ื”ื” ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื. ืœื“ื•ื’ืžื”, ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช MN8 ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ืžืขืจื›ืช ื“ื•-ืขืจื•ืฆื™ืช ื›ื“ื™ ืœืืกื•ืฃ ื ืชื•ื ื™ ืžื•ื—, ืฉื‘ื”ืžืฉืš ื™ื›ื•ืœื™ื ืœืฉืžืฉ ืœืžื’ื•ื•ืŸ ื™ื™ืฉื•ืžื™ื, ื”ื—ืœ ืžื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื•ืขื“ ืœืžื—ืงืจ.

ื–ื™ื”ื•ื™ ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช

ืžืขื‘ืจ ืœื’ืœื™ ื”ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจื‘ื•ืช ืžื–ื”ื•ืช ื’ื ืดืžื—ื•ื•ืช ื–ืขื™ืจื•ืชืด. ืืœื” ื”ืŸ ืชื ื•ืขื•ืช ื”ืฉืจื™ืจื™ื ื”ืงื˜ื ื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ืขื ื”ืคื ื™ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืžืฆืžื•ืฅ ื›ืคื•ืœ ืื• ื—ื™ื•ืš ืงืœ. ืื•ืชื ื—ื™ื™ืฉื ื™ื ืฉืžื–ื”ื™ื ืื•ืชื•ืช EEG ื™ื›ื•ืœื™ื ื’ื ืœืงืœื•ื˜ ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืชื›ื•ื•ืฆื•ื™ื•ืช ื”ืฉืจื™ืจื™ื ื”ืืœื” (ื”ื™ื“ื•ืขื” ื›-EMG). ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืžื•ื‘ื ื™ืช ื•ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืœืžื™ื“ืช ืžื›ื•ื ื” ืžืื•ืžื ื™ื ืœื”ื‘ื—ื™ืŸ ื‘ื™ืŸ ื”ืžื—ื•ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ื”ืืœื” ืœื‘ื™ืŸ ืชื ื•ืขื•ืช ืื—ืจื•ืช. ื‘ืจื’ืข ืฉืžื—ื•ื•ื” ืžื–ื•ื”ื”, ื”ื™ื ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ืกืคืฆื™ืคื™ืช, ื›ืžื• 'ื”ืฉืžืข ืฉื™ืจ ื”ื‘ื' ืื• 'ืขื ื” ืœืฉื™ื—ื”'. ื”ื“ื‘ืจ ืžื•ืกื™ืฃ ืฉื›ื‘ืช ืฉืœื™ื˜ื” ื ื•ืกืคืช, ื•ื”ื•ืคืš ืืช ื”ืžืžืฉืง ืœืžื”ื™ืจ ื™ื•ืชืจ ื•ืžื’ื™ื‘ ื™ื•ืชืจ.

ืžื” ื”ื•ืคืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœื™ื™ื—ื•ื“ื™ื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฉื™ื ื•ื™ ืžืฉืžืขื•ืชื™ ื‘ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื”ืŸ ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื•ื”ืŸ ืขื ื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื ื•. ืžื” ื”ื•ืคืš ืื•ืชืŸ ืœืฉื•ื ื•ืช ื›ืœ ื›ืš ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื? ื”ื›ื•ืœ ืžืชืžืฆื” ื‘ืฉื™ืœื•ื‘ ื™ื™ื—ื•ื“ื™ ืฉืœ ืฆื•ืจื”, ืชืคืงื•ื“ ื•ื ื’ื™ืฉื•ืช. ื”ืŸ ืœื•ืงื—ื•ืช ืืช ื”ืžื“ืข ื”ืžื•ืจื›ื‘ ืฉืœ ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG) ื•ืžืฉืœื‘ื•ืช ืื•ืชื• ื‘ืชื•ืš ื—ื‘ื™ืœื” ื“ื™ืกืงืจื˜ื™ืช ื•ืžื•ื›ืจืช ืฉื›ืœ ืื—ื“ ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ื–ื” ืขื•ืœื ืื—ืจ ืžืืฉืจ ืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช ื•ืžืกื•ืจื‘ืœื•ืช, ืฉืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžื•ื’ื‘ืœื•ืช ืœืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื”.

ื”ื—ื“ืฉื ื•ืช ื”ืืžื™ืชื™ืช ื”ื™ื ื‘ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืืžืฆืขื•ืช ื”ืฆื‘ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืžืกื‘ื™ื‘ื”, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืœื›ื•ื“ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžืฉืžืขื•ืชื™ืช ื‘ืœื™ ืœื“ืจื•ืฉ ืžืขืจืš ืžืกื•ืจื‘ืœ. ืชืคื™ืกืช ืขื™ืฆื•ื‘ ื–ื• ืคื•ืชื—ืช ืืช ื”ื“ืœืช ืœื™ื™ืฉื•ืžื™ื ืจืฆื™ืคื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™, ื”ื—ืœ ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืขื“ ืœืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ืžื“ื•ื‘ืจ ื‘ื”ื•ืฆืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื”ืžืขื‘ื“ื” ื”ืžื—ืงืจื™ืช ื•ื”ืขื‘ืจืชื” ืœื™ื“ื™ื”ื ืฉืœ ืžืคืชื—ื™ื, ื™ื•ืฆืจื™ื ื•ื›ืœ ืžื™ ืฉืกืงืจืŸ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ืขื™ืฆื•ื‘ ื™ื“ื™ื“ื•ืชื™ ืœืžืฉืชืžืฉ ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื—ื™ืฉื” ืขื•ืฆืžืชื™ืช ื”ื•ื ืžื” ืฉืžื‘ื“ื™ืœ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื›ื›ืœื™ ืคื•ืจืฅ ื“ืจืš ื‘ืืžืช.

ืฉืœื˜ื• ื‘ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื

ื“ืžื™ื™ื ื• ืฉืืชื ืžื“ืœื’ื™ื ืขืœ ืฉื™ืจ, ืขื•ื ื™ื ืœืฉื™ื—ื” ืื• ืžืขืžืขืžื™ื ืืช ื”ืื•ืจื•ืช ื‘ืœื™ ืœื’ืขืช ื‘ืžืกืš ืื• ืœื•ืžืจ ืžื™ืœื”. ื–ื”ื• ื”ื”ื‘ื˜ื—ื” ื”ืžืจื›ื–ื™ืช ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”ืŸ ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืฉืœื•ื˜ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืงืœื˜ื™ื ืžืกื•ืจืชื™ื™ื, ืžื›ืฉื™ืจื™ื ืืœื” ืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ืขื“ื™ื ื™ื ืฉืžื™ื™ืฆืจื™ื ื”ืžื•ื— ื•ืฉืจื™ืจื™ ื”ืคื ื™ื ืฉืœื›ื. ืคืขื•ืœื” ืžื›ื•ื•ื ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช ืื• ืชื‘ื ื™ืช ืžืกื•ื™ืžืช ืฉืœ ืชื ื•ืขืช ืขื™ื ื™ื™ื, ื™ื›ื•ืœื” ืœื”ื™ื•ืช ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ื“ื™ื’ื™ื˜ืœื™ืช. ื–ื” ื™ื•ืฆืจ ื“ืจืš ื—ืœืงื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืœื”ืชืžืžืฉืง ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ื”ื•ืคืš ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืžืขื™ืŸ ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื›ื•ื•ื ื” ืฉืœื›ื.

ื–ื™ื”ื•ื™ ืœื ืคื•ืœืฉื ื™ ืฉืœ ืื•ืชื•ืช ืžื•ื—

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ื”ื ืœืคืขืžื™ื ืžื“ืžื™ื™ื ื™ื ื”ืœื™ื›ื™ื ื›ื™ืจื•ืจื’ื™ื™ื ืคื•ืœืฉื ื™ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื—ืœื•ืคื” ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื”. ื”ืŸ ืื™ื ืŸ ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ื”ืŸ ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ ื‘ืœื™ ืœื“ืจื•ืฉ ืฉืชืœื™ื ื›ืœืฉื”ื. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ื—ืฉืžืœื™ื™ื ื—ืœืฉื™ื ืžื”ืžื•ื—. ืฉื™ื˜ื” ื–ื• ืฉืœ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ืžืกื™ืจื” ื—ืกื ืžืฉืžืขื•ืชื™, ื•ื”ื•ืคื›ืช ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ืžืฉืชืžืฉื™ื ื™ื•ืžื™ื•ืžื™ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ืœื™ ื”ืกื™ื›ื•ื ื™ื ืื• ื”ืขืœื•ื™ื•ืช ื”ื›ืจื•ื›ื™ื ื‘ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื•ื›ืš ืœืขื•ื“ื“ ื—ื“ืฉื ื•ืช ื•ืื™ืžื•ืฅ ื’ื“ื•ืœื™ื ื™ื•ืชืจ.

ืงื—ื• EEG ืœื›ืœ ืžืงื•ื

ื‘ืื•ืคืŸ ืžืกื•ืจืชื™, ืื™ืกื•ืฃ ื ืชื•ื ื™ EEG ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื” ื“ืจืฉ ืžืขื‘ื“ื”, ื˜ื›ื ืื™ ื•ืงืกื“ื” ืžืœืื” ื—ื•ื˜ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื–ื” ืœื—ืœื•ื˜ื™ืŸ. ื‘ืืžืฆืขื•ืช ืฉื™ืœื•ื‘ ื—ื™ื™ืฉื ื™ EEG ื‘ืžื‘ื ื” ืงื˜ืŸ ื•ื ื™ื™ื“, ื”ืŸ ืžืืคืฉืจื•ืช ืœื›ื ืœืงื—ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ืชื›ื ืœื›ืœ ืžืงื•ื. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืžื”ืคื›ื ื™ืช ืœืžื—ืงืจ ื•ืœืฉื™ืžื•ืฉ ืื™ืฉื™. ืืคืฉืจ ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ื‘ืžื”ืœืš ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื›ืžื• ืขื‘ื•ื“ื”, ืœื™ืžื•ื“ ืื• ืืคื™ืœื• ืคืขื™ืœื•ืช ื’ื•ืคื ื™ืช ืงืœื”. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืฉืืช EEG ืœื›ืœ ืžืงื•ื ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืฉืœื ื• ืคื•ืขืœ ื‘ืกื‘ื™ื‘ื•ืช ืืžื™ืชื™ื•ืช, ื•ืžืกืคืงืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื” ื‘ืœืชื™ ืืคืฉืจื™ ืœืชืคื•ืก ืžื—ื•ืฅ ืœืžืกื’ืจืช ืžื‘ื•ืงืจืช.

ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช ืœื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช

ื”ืงืกื ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืชืŸ ืœืขื‘ื“ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช. ื”ืŸ ืื™ื ืŸ ืดืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ืืด. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžืชื•ื›ื ื ื•ืช ืœื—ื•ืฉ ืคืขื•ืœื•ืช ืงื˜ื ื•ืช ื•ืžื›ื•ื•ื ื•ืช, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืฉืœ ื”ืœืกืช, ื•ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืืœื” ืœืคืงื•ื“ื•ืช ื›ืžืขื˜ ืžื™ื™ื“ื™ืช. ื”ื“ื‘ืจ ืžืชืืคืฉืจ ื‘ืืžืฆืขื•ืช ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช, ื‘ื“ืจืš ื›ืœืœ Bluetooth, ืฉืฉื•ืœื—ืช ืืช ื”ื ืชื•ื ื™ื ืžื”ืื•ื–ื ื™ื•ืช ืœืžื›ืฉื™ืจ ืžื•ืชืื ื›ืžื• ืกืžืืจื˜ืคื•ืŸ ืื• ืžื—ืฉื‘. ืœื•ืœืืช ื”ืžืฉื•ื‘ ื”ืžื™ื™ื“ื™ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื™ืช ืžืฉืชืžืฉ ืžื’ื™ื‘ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช. ืžื”ื™ืจื•ืช ื”ื—ื™ื‘ื•ืจ ื”ื™ื ืžื” ืฉื”ื•ืคืš ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืœืžืฉื ื•ืช ืžืฉื—ืง ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช, ื•ืžืืคืฉืจืช ืฉืœื™ื˜ื” ื–ื•ืจืžืช ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื ื•ื‘ืชื•ื›ื ื”.

ื›ื™ืฆื“ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉืคืจื•ืช ืืช ื”ื ื’ื™ืฉื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ืฉื™ื ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ื—ืกืžื™ ื ื’ื™ืฉื•ืช. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ื ืชื™ื‘ ื™ืฉื™ืจ ื‘ื™ืŸ ืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉืœื•, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืคื•ืชื—ืช ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช. ื–ื•ื”ื™ ืฆื•ืจื” ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืื™ื ื” ื“ื•ืจืฉืช ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื ืื• ืฆื™ื•ื“ ืžื’ื•ืฉื, ื•ืœื›ืŸ ื”ื™ื ืคืชืจื•ืŸ ืžืขืฉื™ ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืžืงืœื“ื•ืช, ืขื›ื‘ืจื™ื ืื• ืžืกื›ื™ ืžื’ืข ืžืกื•ืจืชื™ื™ื, ื”ืžืฉืชืžืฉื™ื ื™ื›ื•ืœื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ื”ื“ื™ื’ื™ื˜ืœื™ืช ืฉืœื”ื ื“ืจืš ื›ื•ื•ื ื” ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช. ื”ืฉื™ื ื•ื™ ื”ื–ื” ื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ ื•ืœื ื’ื™ืฉื” ืœื›ื•ืœื, ื‘ืœื™ ืงืฉืจ ืœื™ื›ื•ืœื•ืช ื”ืคื™ื–ื™ื•ืช ืฉืœื”ื. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ื•ื ืžืฆื™ืข ืจืžื•ืช ื—ื“ืฉื•ืช ืฉืœ ืฉืœื™ื˜ื” ื•ื—ื•ืคืฉ ืื™ืฉื™, ื•ื”ื•ืคืš ืžื” ืฉืคืขื ื”ื™ื” ืžืฉื™ืžื” ืžื•ืจื›ื‘ืช ืœืคืขื•ืœื” ืคืฉื•ื˜ื” ื”ืžื•ื ืขืช ืขืœ ื™ื“ื™ ืžื—ืฉื‘ื”. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื”, ืฉื‘ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืื™ืžื” ืืช ืขืฆืžื” ืœืžืฉืชืžืฉ, ื•ืœื ืœื”ืคืš. ื’ื™ืฉื” ื–ื• ื”ื™ื ื‘ืกื™ืกื™ืช ืœื‘ื ื™ื™ืช ืขื•ืœื ื“ื™ื’ื™ื˜ืœื™ ืžื›ื™ืœ ื™ื•ืชืจ.

ืกื™ื•ืข ื‘ืืชื’ืจื™ ื ื™ื™ื“ื•ืช

ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ื™ื•ืช ื˜ืจื ืกืคื•ืจืžื˜ื™ื‘ื™ื•ืช ืžืžืฉ. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืืคืฉืจื™ื ืœืžืฉืชืžืฉื™ื ืœื ื”ืœ ืžื—ืฉื‘ื™ื, ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื•ืืคื™ืœื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื ื‘ืœื™ ืงืœื˜ ืคื™ื–ื™. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜, ืฉื•ืœื—ื™ื ืื™ืžื™ื™ืœ ืื• ืžืคืขื™ืœื™ื ืขื–ืจ ืชื ื•ืขื” ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื•ืช ืžื‘ื•ืกืกื•ืช-ืžื•ื—. ื™ื›ื•ืœืช ื–ื• ืžืกื™ืจื” ื—ืกืžื™ื ืคื™ื–ื™ื™ื ืžืฉืžืขื•ืชื™ื™ื, ื•ืžืืคืฉืจืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื ื‘ืงืœื•ืช ื•ื‘ื™ืขื™ืœื•ืช ืจื‘ื” ื™ื•ืชืจ. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ื›ื•ื•ื ื” ืœืคืขื•ืœื” ื™ืฉื™ืจื”, ื•ื‘ืžืชืŸ ื“ืจืš ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช ืฉืื—ืจืช ืขืœื•ืœื•ืช ืœื”ื™ื•ืช ืงืฉื•ืช ืื• ืœื“ืจื•ืฉ ืกื™ื•ืข.

ื˜ื™ืคื•ื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ

ืขื ืฉืœื™ื˜ื” ืจื‘ื” ื™ื•ืชืจ ืžื’ื™ืขื” ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืขืฆื™ืžื•ืช ืžืฉืชืžืฉื™ื ื‘ื›ืš ืฉื”ืŸ ื”ื•ืคื›ื•ืช ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื˜ื‘ืขื™ืช ื•ื™ืฉื™ืจื” ื™ื•ืชืจ. ื”ื“ื‘ืจ ื™ื›ื•ืœ ืœื”ืคื—ื™ืช ืืช ื”ืชืœื•ืช ื‘ืžื˜ืคืœื™ื ืขื‘ื•ืจ ืคืขื™ืœื•ื™ื•ืช ืžืกื•ื™ืžื•ืช ื•ืœืขื–ื•ืจ ืœืื ืฉื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื‘ืชื ืื™ื ืฉืœื”ื. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ื—ืœืงื” ืœื”ืชื—ื‘ืจ ืœืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื•ืžื›ืช ื‘ืื™ื›ื•ืช ื—ื™ื™ื ื’ื‘ื•ื”ื” ื™ื•ืชืจ ื•ืžื˜ืคื—ืช ืชื—ื•ืฉืช ืื•ื˜ื•ื ื•ืžื™ื”. ื–ื”ื• ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืฉืขื•ื–ืจ ืœืื ืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืื•ืคืŸ ืžืœื ื™ื•ืชืจ ื‘ื—ื™ื™ื”ื ื”ืื™ืฉื™ื™ื ื•ื”ืžืงืฆื•ืขื™ื™ื, ื•ืžืคืจืง ืืช ื”ื—ืกืžื™ื ืฉื™ื›ื•ืœื™ื ืœื”ื•ื‘ื™ืœ ืœื‘ื™ื“ื•ื“.

ืžืชืŸ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืชืงืฉืจ

ืชืงืฉื•ืจืช ื”ื™ื ื™ืกื•ื“ื™ืช, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ืขืจื•ืฅ ื—ื“ืฉ ื•ื—ื™ื•ื ื™ ืขื‘ื•ืจ ืžื™ ืฉืžืชืงืฉื” ื‘ืฉื™ื˜ื•ืช ืžืกื•ืจืชื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืชืจื’ื ืื•ืชื•ืช ืžื•ื— ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ืื• ืœื˜ืงืกื˜, ื•ืœืชืช ืงื•ืœ ืœืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื“ื‘ืจ ืื• ืœื”ืงืœื™ื“ ื‘ืงืœื•ืช. ื–ื” ืคื•ืชื— ืืคื™ืงื™ื ื—ื“ืฉื™ื ืœื‘ื™ื˜ื•ื™, ืœื—ื™ื‘ื•ืจ ื•ืœื”ืฉืชืชืคื•ืช ื‘ืฉื™ื—ื•ืช. ื‘ื™ืŸ ืื ืžื“ื•ื‘ืจ ื‘ืชืงืฉื•ืจืช ืขื ื‘ื ื™ ืžืฉืคื—ื” ื•ื—ื‘ืจื™ื ืื• ื‘ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืงื”ื™ืœื•ืช ืžืงื•ื•ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืกืคืงื™ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื—ื™ื•ื ื™ื™ื ืฉืชื•ืžื›ื™ื ื‘ืžืขื•ืจื‘ื•ืช ื—ื‘ืจืชื™ืช ื•ื‘ื‘ื™ื˜ื•ื™ ืื™ืฉื™.

ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื•ืฆืจื•ืช ืžื” ืฉื™ืฉ ื”ืžื›ื ื™ื ืดืžืžืฉืง ืžืฉืชืžืฉ ื‘ืœืชื™ ื ืจืื”ืด, ื•ืžืืคืฉืจื•ืช ืฉืœื™ื˜ื” ื“ื™ืกืงืจื˜ื™ืช ื•ืœืœื ืžืืžืฅ ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื. ื”ื“ื‘ืจ ืžื•ืขื™ืœ ื‘ืžื™ื•ื—ื“ ืœื”ืคืขืœืช ืชื•ืชื‘ื•ืช ืื• ืฆื™ื•ื“ ื™ื™ืขื•ื“ื™ ืื—ืจ, ืฉื‘ื• ืžืžืฉืง ืคื™ื–ื™ ืขืœื•ืœ ืœื”ื™ื•ืช ืžืกื•ืจื‘ืœ. ืžืฉืชืžืฉ ื™ื›ื•ืœ ืœื ื”ืœ ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืœื™ ืฆื•ืจืš ืœื”ืกืชื›ืœ ืขืœ ืžืกืš ืื• ืœื’ืขืช ื‘ื•, ืžื” ืฉื”ื•ืคืš ืืช ื”ื—ื•ื•ื™ื” ืœื—ืœืงื” ื”ืจื‘ื” ื™ื•ืชืจ ื•ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ืชื ื•ืขื•ืช ื”ื™ื•ืžื™ื•ื ืฉืœื•. ื”ืฉืœื™ื˜ื” ื”ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื”ื–ื• ืขื•ื–ืจืช ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœื”ืจื’ื™ืฉ ืคื—ื•ืช ื›ืžื• ื›ืœื™ ื•ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื’ื•ืฃ.

ืžื” ืืคืฉืจ ืœืฉืœื•ื˜ ื‘ื• ื‘ืืžืฆืขื•ืช ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช?

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื”ืจื‘ื” ื™ื•ืชืจ ืžืืฉืจ ืจืง ื”ืื–ื ื” ืœืžื•ื–ื™ืงื”. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืกื•ื’ ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืคื•ืชื— ืขื•ืœื ืฉืœ ืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืžื”ืžื•ื— ืฉืœื›ื ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืืช ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืื—ืจื•ืช. ื”ื™ื™ืฉื•ืžื™ื ื”ื ืจื—ื‘ื™ื ื‘ืฆื•ืจื” ืžื“ื”ื™ืžื”, ื”ื—ืœ ืžื”ื•ืกืคืช ื ื•ื—ื•ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื•ืขื“ ืžืชืŸ ืชืžื™ื›ื” ืžืฉื ื” ื—ื™ื™ื ืœืื ืฉื™ื ืขื ืžื•ื’ื‘ืœื•ื™ื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜ ื‘ืœื™ ืœืงื•ื, ืื• ืžืชืงืฉืจื™ื ืขื ืžืฉื—ืง ื‘ื“ืจืš ื—ื“ืฉื” ื•ืกื•ื—ืคืช ืœื—ืœื•ื˜ื™ืŸ. ื–ื• ืœื ืžื“ืข ื‘ื“ื™ื•ื ื™; ื–ื”ื• ื™ื™ืฉื•ื ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ืฉื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืžืฉื”ื• ืฉืžืจื’ื™ืฉ ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ืฉืœ ืขืฆืžื›ื.

ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ ื™ื•ืชืจ ื‘ื™ื ื™ื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžืงืœื“ื•ืช, ืžืกื›ื™ ืžื’ืข ืื• ืคืงื•ื“ื•ืช ืงื•ืœื™ื•ืช, ืืชื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื›ืฉื™ื˜ืช ืงืœื˜ ื ื•ืกืคืช. ืœื›ืš ื™ืฉ ื”ืฉืœื›ื•ืช ืขืฆื•ืžื•ืช ืขืœ ื ื’ื™ืฉื•ืช, ื‘ื™ื“ื•ืจ, ื•ืืคื™ืœื• ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื ื”ืœื™ื ืืช ื”ืกื‘ื™ื‘ื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื ื•. ืžืฉืœื™ื˜ื” ื‘ื’ืื“ื’'ื˜ื™ื ืฉืœ ื‘ื™ืช ื—ื›ื ื•ืขื“ ืœื”ืคืขืœืช ืžื—ืฉื‘ื™ื ื•ืชืžื™ื›ื” ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื’ื“ื™ืจื•ืช ืžื—ื“ืฉ ืžื” ืืคืฉืจื™ ื‘ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘. ื–ื”ื• ืชื—ื•ื ืฉืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช, ืขื ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ืฉื ื—ืงืจื™ื ื›ืœ ื”ื–ืžืŸ.

ื”ื‘ื™ืช ื”ื—ื›ื ืฉืœืš

ื“ืžื™ื™ื ื• ืฉืืชื ื ื›ื ืกื™ื ืœื—ื“ืจ ื•ื”ืื•ืจื•ืช ื ื“ืœืงื™ื ืจืง ืžื›ื™ื•ื•ืŸ ืฉื”ืชื›ื•ื•ื ืชื ืœื›ืš. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ืฉืชืœื‘ ืขื ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื›ื“ื™ ืœื”ืคื•ืš ื–ืืช ืœืžืฆื™ืื•ืช. ื‘ืืžืฆืขื•ืช ื”ืชืืžืช ื”ืื•ื–ื ื™ื•ืช ืœืจื›ื–ืช ื”ืื•ื˜ื•ืžืฆื™ื” ื”ื‘ื™ืชื™ืช ืฉืœื›ื, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืžื•ื— ืื• ื‘ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ื›ืœ ื“ื‘ืจ, ืžืชืื•ืจื” ื•ืชืจืžื•ืกื˜ื˜ื™ื ื•ืขื“ ืจืžืงื•ืœื™ื ื•ืžืขืจื›ื•ืช ืื‘ื˜ื—ื”. ื›ืš ื ื•ืฆืจ ืกื‘ื™ื‘ื” ื‘ืืžืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืฉืžืฆื™ืขื” ืจืžืช ื ื•ื—ื•ืช ื—ื“ืฉื” ืœื›ื•ืœื ื•ืžืกืคืงืช ืชืžื™ื›ื” ื—ื™ื•ื ื™ืช ืœืื ืฉื™ื ืขื ืžื’ื‘ืœื•ืช ื ื™ื™ื“ื•ืช. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ืžืจื—ื‘ ื”ืžื’ื•ืจื™ื ืฉืœื›ื ืœืžื’ื™ื‘ ื™ื•ืชืจ ื•ื‘ื™ืฆื™ืจืช ืื™ื ื˜ืจืืงืฆื™ื” ื—ืœืงื” ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืกื‘ื™ื‘ื›ื.

ืžื—ืฉื‘ื™ื ื•ืกืžืืจื˜ืคื•ื ื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืื™ืฉื™ื™ื ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘ืขื›ื‘ืจ ืื• ื‘ืžืกืš ืžื’ืข, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืžื—ืฉื‘ื•ืช ื•ื‘ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื ื›ื“ื™ ืœื’ืœื•ืœ ื‘ื“ืฃ ืื™ื ื˜ืจื ื˜, ืœืคืชื•ื— ืืคืœื™ืงืฆื™ื” ืื• ืืคื™ืœื• ืœื”ืงืœื™ื“ ื”ื•ื“ืขื”. ืชืคืขื•ืœ ื–ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื”ื•ื ื”ืชืคืชื—ื•ืช ืžืฉืžืขื•ืชื™ืช, ื‘ืžื™ื•ื—ื“ ื‘ื”ื™ื‘ื˜ ื”ื ื’ื™ืฉื•ืช. ืขื‘ื•ืจ ืžื™ ืฉืžื•ืฆื ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ืžืืชื’ืจื•ืช, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืช ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื™ื ืžืืคืฉืจืช ื—ื™ื‘ื•ืจ ื™ืฉื™ืจ ื•ื–ื•ืจื ื™ื•ืชืจ ืขื ื”ืžื—ืฉื‘ ืื• ื”ืกืžืืจื˜ืคื•ืŸ ืฉืœื›ื, ื•ื”ื•ืคื›ืช ืืช ื–ื” ืœืืคืฉืจื™ ืœืฉืœื•ื˜ ื‘ื“ื‘ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื•ื— ื‘ื“ืจืš ืฉืžืจื’ื™ืฉื” ื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช.

ืžืฉื—ืงื™ื ื•ื‘ื™ื“ื•ืจ

ืขื‘ื•ืจ ื’ื™ื™ืžืจื™ื ื•ื—ื•ื‘ื‘ื™ ื‘ื™ื“ื•ืจ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื” ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ืกื•ื—ืคื•ืช. ื“ืžื™ื™ื ื• ืžืฉื—ืง ืฉื‘ื• ื”ื“ืžื•ืช ืฉืœื›ื ืžื’ื™ื‘ื” ืœืจื™ื›ื•ื– ืื• ืœืžืฆื‘ ื”ืจื’ืฉื™ ืฉืœื›ื, ืื• ืฉื‘ื• ืืคืฉืจ ืœื”ื˜ื™ืœ ืงืกื ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื” ืžื ื˜ืœื™ืช ืคืฉื•ื˜ื”. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืฉืžืฉ ื›ืคืœื˜ืคื•ืจืžื” ืžื”ืคื›ื ื™ืช ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืœื”ืชืขืœื•ืช ืžืขื‘ืจ ืœื‘ืงืจื™ื ืคื™ื–ื™ื™ื ื›ื“ื™ ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ืขืžื•ืง ื™ื•ืชืจ ื‘ื™ืŸ ื”ืฉื—ืงืŸ ืœืžืฉื—ืง. ื”ื™ื ื’ื ืขืฉื•ื™ื” ืœืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ื—ื•ื•ื™ื ืกืจื˜ื™ื ืื• ืžืฆื™ืื•ืช ืžื“ื•ืžื”, ื•ืœืืคืฉืจ ืชื•ื›ืŸ ืฉืžื’ื™ื‘ ื™ืฉื™ืจื•ืช ืœืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื—ื•ื•ื™ื” ืื™ืฉื™ืช ื•ืžืจืชืงืช ื‘ืืžืช.

ืชื•ืชื‘ื•ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช

ืื•ืœื™ ืื—ื“ ื”ื™ื™ืฉื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื‘ืชื—ื•ื ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืงื˜ื™ืขื•ืช, ืžื›ืฉื™ืจื™ื ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื’ืคื™ื™ื ืชื•ืชื‘ื•ืช ืื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื. ื”ื“ื‘ืจ ืžืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืžืกื™ื™ืขื™ื ืฉืœื”ื ื‘ืจืžืช ืฉืœื™ื˜ื” ืฉื‘ืขื‘ืจ ื”ื™ื” ืงืฉื” ืœื”ืฉื™ื’. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช ืœืœื›ื•ื“ ืื•ืชื•ืช ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืคืจ ืžืฉืžืขื•ืชื™ืช ืืช ื”ืขืฆืžืื•ืช ื•ืืช ืื™ื›ื•ืช ื”ื—ื™ื™ื ืฉืœ ืื“ื. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื”ื™ื ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœืฉื™ืงื•ื ืชืคืงื•ื“ ื•ืœืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื—ื•ืคืฉื™ืช ื™ื•ืชืจ ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœืขื•ืžืช ืžืžืฉืงื™ BCI ืื—ืจื™ื

ื›ืืฉืจ ืืชื ืฉื•ืžืขื™ื ืดืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ืด, ืืชื ืื•ืœื™ ืžื“ืžื™ื™ื ื™ื ืงืกื“ื” ืžื•ืจื›ื‘ืช ืขื ืขืฉืจื•ืช ื—ื•ื˜ื™ื, ืžืฉื”ื• ืฉืจื•ืื™ื ืจืง ื‘ืžืขื‘ื“ืช ืžื—ืงืจ. ืืžื ื ื”ืžืขืจื›ื•ืช ื”ืืœื” ืขื•ืฆืžืชื™ื•ืช ืœื”ืคืœื™ื, ืื‘ืœ ื”ืขื•ืœื ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCI) ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ื’ื™ืฉื” ืฉื•ื ื”, ื›ื–ื• ืฉืžืขื“ื™ืคื” ื ื•ื—ื•ืช ื•ื ื’ื™ืฉื•ืช ืœื™ื™ืฉื•ืžื™ื ื™ื•ืžื™ื•ืžื™ื™ื.

ื”ื”ื‘ื“ืœ ื”ืขื™ืงืจื™ ืžืชืžืฆื” ื‘ืคืฉืจื” ื‘ื™ืŸ ืงืœื•ืช ืฉื™ืžื•ืฉ ืœื‘ื™ืŸ ืžื•ืจื›ื‘ื•ืช ื”ื ืชื•ื ื™ื. ืงืกื“ื•ืช EEG ืจื‘-ืขืจื•ืฆื™ื•ืช ืžืกื•ืจืชื™ื•ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ื‘ืจื–ื•ืœื•ืฆื™ื” ื’ื‘ื•ื”ื” ืžื ืงื•ื“ื•ืช ืจื‘ื•ืช ืขืœ ืคื ื™ ื”ืงืจืงืคืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืื™ื“ื™ืืœื™ื•ืช ืœืžื—ืงืจื™ื ืžื“ืขื™ื™ื ืžืคื•ืจื˜ื™ื ื•ืœืคื™ืชื•ื— BCI ืžืชืงื“ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ืœืขื•ืžืช ื–ืืช, ืžืฉืชืžืฉื•ืช ื‘ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื ืฉืžืžื•ืงืžื™ื ื‘ื“ื™ืกืงืจื˜ื™ื•ืช ื‘ืื•ื–ืŸ. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืงืœื•ืช ืžืื•ื“ ืœืฉื™ืžื•ืฉ ืขื‘ื•ืจ ืžืฉื™ืžื•ืช ืžืกื•ื™ืžื•ืช, ื›ืžื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื—ื›ืžื™ื ืื• ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืชื•ื›ื ื”, ื‘ืœื™ ื”ื”ืชืงื ื” ื”ืžื•ืจื›ื‘ืช ืฉืœ ืงืกื“ื” ืžืœืื”.

ื”ื‘ื—ื™ืจื” ื‘ื™ื ื™ื”ืŸ ืื™ื ื” ืฉืืœื” ืฉืœ ืžื” ื˜ื•ื‘ ื™ื•ืชืจ, ืืœื ืฉืœ ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืขื‘ื•ืจ ื—ื•ืงืจ ืฉืฆืจื™ืš ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ืœืžื—ืงืจ, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื›ืœื™ ื”ื ื›ื•ืŸ. ืขื‘ื•ืจ ืžื™ ืฉืจื•ืฆื” ื“ืจืš ืคืฉื•ื˜ื” ื•ืœื ืคื•ืœืฉื ื™ืช ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืืคืฉืจื•ืช ื ื”ื“ืจืช. ื”ืŸ ืคื•ืชื—ื•ืช ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ, ื•ืžืขื‘ื™ืจื•ืช ืื•ืชื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•.

ื ื’ื™ืฉื•ืช ื•ืงืœื•ืช ืฉื™ืžื•ืฉ

ืื—ื“ ื”ื™ืชืจื•ื ื•ืช ื”ื’ื“ื•ืœื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื›ืžื” ืงืœ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ. ื”ืžื‘ื ื” ื”ืžื•ื›ืจ ื•ื”ื“ื™ืกืงืจื˜ื™ ืฉืœื”ืŸ ื”ื•ืคืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืคื—ื•ืช ืžืื™ื™ืžืช ื•ื™ื•ืชืจ ื ื’ื™ืฉื” ืœื›ื•ืœื. ืคืฉื•ื˜ ืžื ื™ื—ื™ื ืื•ืชืŸ ื‘ืื•ื–ื ื™ื™ื ื›ืžื• ื›ืœ ืื•ื–ื ื™ื•ืช ืื—ืจื•ืช. ื”ืคืฉื˜ื•ืช ื”ื–ื• ื—ืฉื•ื‘ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืืชื’ืจื™ ื ื™ื™ื“ื•ืช ืื—ืจื™ื, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืื• ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื”ืŸ ื™ื›ื•ืœื•ืช ืœืชืจื’ื ืืช ื›ื•ื•ื ืช ื”ืžืฉืชืžืฉ ืœืคืงื•ื“ื”, ื•ืœืขื–ื•ืจ ืœื• ืœืฉืœื•ื˜ ื‘ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื, ืžื—ืฉื‘ื™ื ื•ืžื›ืฉื™ืจื™ื ื—ื™ื•ื ื™ื™ื ืื—ืจื™ื.

ื ื™ื™ื“ื•ืช ื•ืขืœื•ืช

ื‘ื”ืฉื•ื•ืื” ืœืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื ื™ื™ื“ื•ืช ืœื”ืคืœื™ื. ืืคืฉืจ ืคืฉื•ื˜ ืœื”ื›ื ื™ืก ืื•ืชืŸ ืœื›ื™ืก ื•ืœืงื—ืช ืื•ืชืŸ ืœื›ืœ ืžืงื•ื, ืžื” ืฉื”ื•ืคืš ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ื“ืจื›ื™ื ืœืืคืฉืจื™. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ื™ื™ืฉื•ืžื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™ ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช. ื‘ื“ืจืš ื›ืœืœ, ืžื›ืฉื™ืจื™ื ืขื ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื, ื›ืžื• MN8 ืฉืœื ื•, ื ื•ื˜ื™ื ืœื”ื™ื•ืช ื–ื•ืœื™ื ื™ื•ืชืจ ืžืžืขืจื›ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ื ืงื•ื“ืช ืžื—ื™ืจ ื ืžื•ื›ื” ื™ื•ืชืจ ื–ื• ื”ื•ืคื›ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœื™ื•ืชืจ ืื ืฉื™ื, ืžืžืคืชื—ื™ื ืฉืžืชื ืกื™ื ื‘ืจืขื™ื•ืŸ ื—ื“ืฉ ื•ืขื“ ืื ืฉื™ื ืฉืžื—ืคืฉื™ื ื›ืœื™ื ืžืกื™ื™ืขื™ื ื—ื“ืฉื™ื.

ื–ืžืŸ ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœ ื”ื”ืชืงื ื”

ื”ืชื—ืœืช ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื™ื ืžื”ื™ืจื” ื•ืคืฉื•ื˜ื”. ืื™ืŸ ื—ื•ื˜ื™ื ืžืกื•ื‘ื›ื™ื ืœื—ื‘ืจ ืื• ื—ื™ื™ืฉื ื™ื ืœื›ื•ื•ื ืŸ. ื—ื•ื•ื™ื™ืช ืดื”ื›ื ืก ื•ื”ืคืขืœืด ื”ื–ื• ืขื•ืžื“ืช ื‘ื ื™ื’ื•ื“ ื—ื“ ืœื”ืชืงื ื” ื”ื ื“ืจืฉืช ืขื‘ื•ืจ ืงืกื“ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ืœื“ื•ื’ืžื”, ืžื›ืฉื™ืจื™ื ื‘ืจืžืช ืžื—ืงืจ ื›ืžื• Flex ืฉืœื ื• ื“ื•ืจืฉื™ื ืžื™ืงื•ื ืžื“ื•ื™ืง ืฉืœ ื›ืœ ื—ื™ื™ืฉืŸ ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื—ื™ื‘ื•ืจ ืื™ื›ื•ืชื™. ืืžื ื ื”ื“ื™ื•ืง ื”ื–ื” ื ื—ื•ืฅ ืขื‘ื•ืจ ืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜, ืื‘ืœ ื”ื•ื ืœื ืžืขืฉื™ ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื‘ื˜ืœื•ืช ืืช ื”ืžื•ืจื›ื‘ื•ืช ื”ื–ื•, ื•ืžืืคืฉืจื•ืช ืœื›ื ืœื”ืชื—ื‘ืจ ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื ื•ืœื”ืชื—ื™ืœ ืœืชืช ืคืงื•ื“ื•ืช ื‘ืชื•ืš ื“ืงื•ืช.

ืื™ื›ื•ืช ื•ืืžื™ื ื•ืช ื”ืื•ืช

ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-BCI ื”ื ื›ื•ื ื” ืชืžื™ื“ ืชืœื•ื™ื” ื‘ืžืฉื™ืžื” ื”ืขื•ืžื“ืช ืœืคื ื™ื›ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื•ื™ื ื•ืช ื‘ื–ื™ื”ื•ื™ ืื•ืชื•ืช ื‘ืจื•ืจื™ื ื•ืกืคืฆื™ืคื™ื™ื, ื›ืžื• ื“ืคื•ืกื™ ื’ืœื™ ืžื•ื— ื—ื–ืงื™ื ื”ืงืฉื•ืจื™ื ืœืจื™ื›ื•ื– ืื• ืœื”ืจืคื™ื”, ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืžื•ืฉืœืžื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉืžืชื‘ืกืกื™ื ืขืœ ื›ืžื” ืคืงื•ื“ื•ืช ืคืฉื•ื˜ื•ืช. ืขื ื–ืืช, ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ื ืฉื“ื•ืจืฉื™ื ืžื‘ื˜ ืžืงื™ืฃ ื™ื•ืชืจ ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื™ื•ืชืจ. ืžื›ืฉื™ืจื™ื ืขื ื™ื•ืชืจ ื—ื™ื™ืฉื ื™ื ืœื•ื›ื“ื™ื ื ืชื•ื ื™ื ืžืื–ื•ืจื™ื ืžืจื•ื‘ื™ื ืฉืœ ื”ืžื•ื— ื‘ื•-ื–ืžื ื™ืช, ื•ืžืกืคืงื™ื ืžืขืจืš ื ืชื•ื ื™ื ืขืฉื™ืจ ื•ืžืคื•ืจื˜ ื™ื•ืชืจ ืœื ื™ืชื•ื— ืžื•ืจื›ื‘ ื‘ืชื—ื•ืžื™ื ื›ืžื• ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืื• ืžื—ืงืจื™ ื‘ื™ืฆื•ืขื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืžืชืงื“ืžื™ื.

ื•ืžื” ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”?

ื›ื›ืœ ืฉืื ื• ื—ื•ืงืจื™ื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืฉืžืงื™ื™ืžื•ืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื ื•, ื˜ื‘ืขื™ ืœื—ืœื•ื˜ื™ืŸ ืฉื™ื”ื™ื• ืฉืืœื•ืช ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”. ื‘ื›ื ื•ืช, ื–ื”ื• ืฉื™ื— ืฉืื ื—ื ื• ืฆืจื™ื›ื™ื ืœื ื”ืœ. ื›ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจ ื›ืžื• ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ื“ืื™ ืฉืชืจื’ื™ืฉื• ื‘ื˜ื•ื—ื™ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื•ืฉืืชื ื‘ืฉืœื™ื˜ื”. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ืžืคืจื˜ ื˜ื›ื ื™; ื–ื” ืขื ื™ื™ืŸ ืฉืœ ื‘ื ื™ื™ืช ืืžื•ืŸ ื•ื›ื™ื‘ื•ื“ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื. ื‘-Emotiv, ืื ื—ื ื• ื ื™ื’ืฉื™ื ืœืื—ืจื™ื•ืช ื”ื–ื• ื‘ืจืฆื™ื ื•ืช ื”ืจืื•ื™ื” ืœื”, ื•ืžืชืžืงื“ื™ื ื‘ืืจื‘ืขื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื’ื ื” ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื, ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื, ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ื‘ืจื•ืจื” ืฉืœ ื”ืžืฉืชืžืฉ, ื•ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืชืื™ืžื•ืช.

ื”ื“ื™ื•ืŸ ืกื‘ื™ื‘ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื•ื ืชื•ื ื™ื ืžืชืคืชื— ื‘ืžื”ื™ืจื•ืช, ื•ื—ืฉื•ื‘ ืœื ื• ืฉื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื™ืจื’ื™ืฉื• ืฉื”ื ืžืงื‘ืœื™ื ืžื™ื“ืข ื•ืžื•ืขืฆืžื™ื. ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ื”ื ืื™ืฉื™ื™ื, ื•ื”ืžื—ื•ื™ื‘ื•ืช ืฉืœื ื• ื”ื™ื ืœื”ืชื™ื™ื—ืก ืืœื™ื”ื ื›ืš. ืื ื—ื ื• ืžืืžื™ื ื™ื ืฉื›ื•ื—ื• ืฉืœ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื’ืŸ ืขืœ ื”ืื ืฉื™ื ืฉืžืฉืชืžืฉื™ื ื‘ื”. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืœืชื›ื ืŸ ืืช ื”ื—ื•ืžืจื” ื•ื”ืชื•ื›ื ื” ืฉืœื ื•, ื›ืžื• Emotiv App, ื›ืš ืฉื”ืคืจื˜ื™ื•ืช ืชื”ื™ื” ื‘ืžืจื›ื–, ื•ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื˜ืคืœื™ื ื‘ื ืชื•ื ื™ื ืฉืœื›ื ื‘ื›ืœ ืฉืœื‘. ื–ื• ืœื ืžื—ืฉื‘ื” ื‘ื“ื™ืขื‘ื“; ื–ื”ื• ื—ืœืง ื™ืกื•ื“ื™ ืžื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืคื•ืขืœื™ื.

ื”ื’ื ื” ืขืœ ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช

ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช ื”ื™ื ื”ืจืขื™ื•ืŸ ืฉืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ื›ืช ืœื›ื. ื–ื”ื• ื–ื›ื•ืช ื™ืกื•ื“ ื‘ืขื™ื“ืŸ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”. ื”ืžื•ืฉื’ ื”ื–ื” ืฆื•ื‘ืจ ืชืื•ืฆื” ืขื“ ื›ื“ื™ ื›ืš ืฉื—ืœืง ืžื”ืžื“ื™ื ื•ืช ื™ื•ืฆืจื•ืช ื—ื•ืงื™ื ื—ื“ืฉื™ื ื›ื“ื™ ืœื”ื’ืŸ ืขืœ ืžื” ืฉื”ืŸ ืžื›ื ื•ืช ืดื ื•ื™ืจื•-ื–ื›ื•ื™ื•ืชืด, ื•ื‘ื›ืš ืงื•ื‘ืขื•ืช ืžืกื’ืจืช ืžืฉืคื˜ื™ืช ืœืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช. ื—ืฉื•ื‘ ืœื”ื‘ื”ื™ืจ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชื•ื›ื ื ื•ืช ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžื–ื”ื•ืช ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื— ืฉืืชื ืžื™ื™ืฆืจื™ื ื‘ืžื›ื•ื•ืŸ ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ. ืื ื• ืžื—ื•ื™ื‘ื™ื ืœืฉืžื•ืจ ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื ื‘ืืžืฆืขื•ืช ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ืชืฉืžืฉ ื›ื›ืœื™ ืฉืืชื ืžืคืขื™ืœื™ื, ื•ืœื ื›ื—ืœื•ืŸ ืืœ ืชื•ืš ื”ืžื•ื— ืฉืœื›ื.

ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื

ืื ื• ืžืชื™ื™ื—ืกื™ื ืœื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื‘ืจืžืช ื”ื–ื”ื™ืจื•ืช ื”ื’ื‘ื•ื”ื” ื‘ื™ื•ืชืจ, ื•ืžื˜ืคืœื™ื ื‘ื”ื ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื›ืžื™ื“ืข ืื™ืฉื™ ืจื’ื™ืฉ. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื‘ื”ืฆืคื ื” ื—ื–ืงื” ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืฉื•ื“ืจื™ื ืžื”ืื•ื–ื ื™ื•ืช ื•ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืื•ื—ืกื ื™ื. ืคืจื•ื˜ื•ืงื•ืœื™ ื”ืื‘ื˜ื—ื” ืฉืœื ื• ื ื•ืขื“ื• ืœืžื ื•ืข ื’ื™ืฉื” ื‘ืœืชื™ ืžื•ืจืฉื™ืช ื•ืœืชืช ืœื›ื ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ืฉืœื›ื. ื‘ื”ืชืื ืœื”ื ื—ื™ื•ืช ืฉืœ ืžื•ืžื—ื™ ืคืจื˜ื™ื•ืช, ืื ื• ืžื™ื™ืฉืžื™ื ืกื˜ื ื“ืจื˜ื™ื ืžื—ืžื™ืจื™ื ืฉืœ ื”ืกื›ืžื”, ืžื’ื‘ืœื•ืช ืฉืžื™ืจืช ื ืชื•ื ื™ื ื•ื›ืœืœื™ ืฉื™ืชื•ืฃ. ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืขืœ ืžื™ ืจืฉืื™ ืœืจืื•ืช ืืช ื”ื ืชื•ื ื™ื ืฉืœื›ื ื•ืœืžืฉืš ื›ืžื” ื–ืžืŸ. ื”ืžื˜ืจื” ืฉืœื ื• ื”ื™ื ืœืกืคืง ืกื‘ื™ื‘ื” ืžืื•ื‘ื˜ื—ืช, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื—ืงื•ืจ ืืช ื”ืืคืฉืจื•ื™ื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืจืืฉ ืฉืงื˜.

ื”ื‘ื ืช ื”ืกื›ืžืช ื”ืžืฉืชืžืฉ ื•ืฉืงื™ืคื•ืช

ืืžื•ืŸ ื ื‘ื ื” ืขืœ ืฉืงื™ืคื•ืช. ื™ืฉ ืœื›ื ื–ื›ื•ืช ืœื“ืขืช ื‘ื“ื™ื•ืง ืื™ืœื• ื ืชื•ื ื™ื ื ืืกืคื™ื ื•ืื™ืš ื”ื ื™ืฉืžืฉื•. ื—ื•ืกืจ ืฉืงื™ืคื•ืช ืขืœื•ืœ ืœืขืจืขืจ ืืช ืืžื•ืŸ ื”ืžืฉืชืžืฉ, ื•ืœื›ืŸ ืื ื• ืฉืžื™ื ื“ื’ืฉ ืขืœ ืชืงืฉื•ืจืช ื‘ืจื•ืจื” ื•ื™ืฉื™ืจื”. ืœืคื ื™ ืฉืชืฉืชืžืฉื• ื‘ืžื•ืฆืจื™ื ืฉืœื ื•, ืื ื• ืžืกืคืงื™ื ืžื™ื“ืข ืฉืงืœ ืœื”ื‘ื™ืŸ ืขืœ ื ื•ื”ืœื™ ื”ื ืชื•ื ื™ื ืฉืœื ื•. ืชืžื™ื“ ื ื‘ืงืฉ ืืช ื”ืกื›ืžืชื›ื ื”ืžืคื•ืจืฉืช ืœืคื ื™ ืฉื ืฉืชืžืฉ ื‘ื ืชื•ื ื™ื ืฉืœื›ื ืœื›ืœ ื“ื‘ืจ ืžืขื‘ืจ ืœืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ื”ืœื™ื‘ื” ืฉืœ ื”ืžื›ืฉื™ืจ, ืœืžืฉืœ ืœืžื˜ืจื•ืช ืžื—ืงืจ. ืžื“ื™ื ื™ื•ืช ื”ืคืจื˜ื™ื•ืช ืฉืœื ื• ื ื›ืชื‘ืช ื›ื“ื™ ืฉืชื”ื™ื” ืžื•ื‘ื ืช, ืœื ืžื‘ืœื‘ืœืช, ื›ื™ ืœืขื•ืœื ืœื ืืžื•ืจื” ืœื”ื™ื•ืช ืœื›ื ืกื™ื‘ื” ืœื ื—ืฉ ื›ื™ืฆื“ ืžื˜ืคืœื™ื ื‘ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื.

ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ ืชืื™ืžื•ืช

ื”ื ื•ืฃ ื”ืžืฉืคื˜ื™ ื•ื”ืืชื™ ืฉืœ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืคืชื— ื›ืœ ื”ื–ืžืŸ, ื•ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื™ื•ืช ืžื•ื‘ื™ืœื™ื ืื—ืจืื™ื™ื ื‘ืชื—ื•ื. ืื ื• ืขื•ืงื‘ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ืื—ืจ ืฉื™ื—ื•ืช ื’ืœื•ื‘ืœื™ื•ืช ื•ืžืงืคื™ื“ื™ื ืขืœ ืชืงื ื•ืช ื”ื’ื ืช ืžื™ื“ืข ืžื‘ื•ืกืกื•ืช ื›ืžื• GDPR. ืืจื’ื•ื ื™ื ื›ืžื• UNESCO ืžืคืชื—ื™ื ืžืกื’ืจืช ืืชื™ืช ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืื ื• ืจื•ืื™ื ื‘ื”ื ื—ื™ื•ืช ื”ืœืœื• ื—ื™ื•ื ื™ื•ืช ืœื”ื‘ื˜ื—ืช ื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ื‘ืืžืฆืขื•ืช ืžืขื•ืจื‘ื•ืช ืžืชืžืฉื›ืช ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ืืœื”, ื ื•ื›ืœ ืœื”ื‘ื˜ื™ื— ืฉื”ืคืจืงื˜ื™ืงื•ืช ืฉืœื ื• ืœื ืจืง ืขื•ืžื“ื•ืช ื‘ื“ืจื™ืฉื•ืช ื”ื—ื•ืงื™ื•ืช ื”ื ื•ื›ื—ื™ื•ืช, ืืœื ื’ื ืชื•ืืžื•ืช ืืช ื”ืขืงืจื•ื ื•ืช ื”ืืชื™ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืœื˜ื•ื‘ืช ื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื•ื”ื—ื‘ืจื”.

ืืชื’ืจื™ื ืืคืฉืจื™ื™ื ืœืžืฉืชืžืฉื™ื

ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืžื’ื™ืขื” ืขื ืขืงื•ืžืช ืœืžื™ื“ื”, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ื™ื•ืฆืื•ืช ืžืŸ ื”ื›ืœืœ. ืืฃ ืฉื”ืŸ ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ื›ื“ืื™ ืœืงื‘ืœ ืชืžื•ื ื” ืžืฆื™ืื•ืชื™ืช ืฉืœ ืžื” ืœืฆืคื•ืช ื›ืฉืžืชื—ื™ืœื™ื. ื—ืฉื™ื‘ื” ืขืœ ื”ืžื›ืฉื•ืœื™ื ื”ืคื•ื˜ื ืฆื™ืืœื™ื™ื ื”ืืœื” ืื™ื ื” ื ื•ืขื“ื” ืœื”ืจืชื™ืข ืืชื›ื; ื”ื™ื ื ื•ืขื“ื” ืœื”ื›ื™ืŸ ืืชื›ื, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื”ืคื™ืง ืืช ื”ืžืจื‘ ืžื”ื—ื•ื•ื™ื”. ื”ื—ืœ ืžื›ื•ื•ื ื•ืŸ ืžื“ื•ื™ืง ืฉืœ ื”ืฉืœื™ื˜ื” ื•ืขื“ ืœื”ื‘ื ืช ื”ื”ืฉืงืขื”, ื™ืฉ ื›ืžื” ื’ื•ืจืžื™ื ืฉื›ื“ืื™ ืœืฉืงื•ืœ. ืžื•ื“ืขื•ืช ืœื”ื™ื‘ื˜ื™ื ื”ืืœื” ืžื”ื”ืชื—ืœื” ืชืขื–ื•ืจ ืœื›ื ืœื”ืกืชื’ืœ ื‘ืฆื•ืจื” ื—ืœืงื” ื™ื•ืชืจ ื•ืœื”ืขืจื™ืš ื‘ืžืœื•ืื” ื›ื™ืฆื“ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœื”ืฉืชืœื‘ ื‘ื—ื™ื™ื›ื. ื–ื” ื—ืœืง ืžื”ืžืกืข ื›ืฉืืชื ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ืฉืœ ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื.

ื“ื™ื•ืง ื•ืืžื™ื ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ืื•ืชื•ืช ื”ืžื•ื— ื•ื”ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžืื—ืจ ืฉื”ืคื™ื–ื™ื•ืœื•ื’ื™ื” ืฉืœ ื›ืœ ืื—ื“ ืฉื•ื ื” ืžืขื˜, ื™ื™ืชื›ืŸ ืฉืชื‘ื—ื™ื ื• ื‘ืชื—ื™ืœื” ื‘ืฉื•ื ื•ืช ืžืกื•ื™ืžืช ื‘ื“ื™ื•ืง ืฉื‘ื• ื”ืžื›ืฉื™ืจ ืžืคืจืฉ ืืช ื”ืคืขื•ืœื•ืช ืฉืœื›ื. ืœื•ืงื— ื–ืžืŸ ืœื›ื ื•ืœืžื›ืฉื™ืจ ืœื”ืกืชื ื›ืจืŸ. ื—ืฉื‘ื• ืขืœ ื–ื” ืคื—ื•ืช ื›ื›ืœื™ ืฉืืชื ืคืฉื•ื˜ ืžืฉืชืžืฉื™ื ื‘ื• ื•ื™ื•ืชืจ ื›ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืืชื ื‘ื•ื ื™ื ืื™ืชื• ืฉื•ืชืคื•ืช. ืฉื™ืžื•ืฉ ืขืงื‘ื™ ืขื•ื–ืจ ืœืžืขืจื›ืช ืœืœืžื•ื“ ืืช ื”ื“ืคื•ืกื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื, ื•ืžื•ื‘ื™ืœ ืขื ื”ื–ืžืŸ ืœืฉืœื™ื˜ื” ืืžื™ื ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ.

ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื—, ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื“ืื’ื” ืžืจื›ื–ื™ืช. ื”ื—ื“ืฉื•ืช ื”ื˜ื•ื‘ื•ืช ื”ืŸ ืฉืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ืคื•ืœืฉื ื™ืช. ื‘ื ื™ื’ื•ื“ ืœื”ืฉืชืœื•ืช ืžื•ื—ื™ื•ืช ืฉื“ื•ืจืฉื•ืช ื ื™ืชื•ื—, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืคืฉื•ื˜ ื ื—ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืขืœื™ื”, ื‘ื“ื•ืžื” ืœืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ืžืกื™ืจ ืืช ืกื™ื›ื•ื ื™ ื”ื‘ืจื™ืื•ืช ื”ื›ืจื•ื›ื™ื ื‘ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื. ืžื•ืฆืจื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืชื•ื›ื ื ื™ื ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืžืฆื™ืขื™ื ื“ืจืš ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื” ืœื›ืœ ืื—ื“ ืœืขื‘ื•ื“ ืขื ื ืชื•ื ื™ EEG ื‘ืœื™ ืฆื•ืจืš ื‘ื”ืœื™ืš ืจืคื•ืื™ ืื• ื‘ืžื—ื•ื™ื‘ื•ืช ื’ื“ื•ืœื”.

ืชืงื•ืคืช ื”ืœืžื™ื“ื” ื•ื”ื”ืกืชื’ืœื•ืช

ื‘ื“ื™ื•ืง ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ื‘ืœื™ ืœื”ืกืชื›ืœ ืขืœ ื”ืžืงืฉื™ื, ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื“ื•ืจืฉ ืžืขื˜ ืชืจื’ื•ืœ ืขื“ ืฉื–ื” ืžืจื’ื™ืฉ ื˜ื‘ืขื™. ื‘ืชื—ื™ืœื”, ืกื‘ื™ืจ ืฉืชืฆื˜ืจื›ื• ืœื”ืชืจื›ื– ื‘ืžื›ื•ื•ืŸ ื‘ืžื—ื•ื•ื” ื”ื–ืขื™ืจื” ืื• ื‘ืคืงื•ื“ื” ื”ืžื ื˜ืœื™ืช ื”ืกืคืฆื™ืคื™ืช ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื”, ื›ืžื• ื“ื™ืœื•ื’ ืขืœ ืฉื™ืจ ืื• ืขืžืขื•ื ื”ืื•ืจื•ืช. ื–ื”ื• ืชื”ืœื™ืš ืฉืœ ื‘ื ื™ื™ืช ืžืกืœื•ืœื™ื ืขืฆื‘ื™ื™ื ื—ื“ืฉื™ื, ื‘ื–ืžืŸ ืฉื”ืžื•ื— ืฉืœื›ื ืœื•ืžื“ ืœืชืงืฉืจ ืขื ื”ืžื›ืฉื™ืจ. ื”ื™ื• ืกื‘ืœื ื™ื™ื ืขื ืขืฆืžื›ื ื‘ืฉืœื‘ ื”ื–ื”. ืขื ืงืฆืช ื–ืžืŸ ื•ืชืจื’ื•ืœ ืขืงื‘ื™, ื”ืคืขื•ืœื•ืช ื”ื—ื“ืฉื•ืช ื”ืืœื” ื™ืชื—ื™ืœื• ืœื”ืจื’ื™ืฉ ื›ืžื• ื˜ื‘ืข ืฉื ื™.

ืขืœื•ืช ื•ื–ืžื™ื ื•ืช ื›ืœืœื™ืช

ื›ืžื• ื‘ืจื•ื‘ ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืžืชืงื“ืžื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจืืฉื•ื ื•ืช ื‘ืฉื•ืง ืขืฉื•ื™ื•ืช ืœื”ื™ื•ืช ื”ืฉืงืขื” ืžืฉืžืขื•ืชื™ืช. ื”ืžื—ื™ืจ ืžืฉืงืฃ ืืช ืฉื ื•ืช ื”ืžื—ืงืจ, ื”ื—ื™ื™ืฉื ื™ื ื”ืžืชืงื“ืžื™ื ื•ื”ืชื•ื›ื ื” ื”ืžื•ืจื›ื‘ืช ื”ื ื“ืจืฉื™ื ื›ื“ื™ ืœื’ืจื•ื ืœื”ืŸ ืœืคืขื•ืœ. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ืขืœื•ืช ืฉืœ ืœื”ื™ื•ืช ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ื™ื›ื•ืœื” ืœื”ื™ื•ืช ื—ืกื ืืžื™ืชื™. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ ื•ืชื”ืคื•ืš ืœื ืคื•ืฆื” ื™ื•ืชืจ, ื”ืžื—ื™ืจื™ื ื›ื›ืœ ื”ื ืจืื” ื™ื”ืคื›ื• ื ื’ื™ืฉื™ื ื™ื•ืชืจ. ื‘ื™ื ืชื™ื™ื, ื—ืฉื•ื‘ ืœืฉืงื•ืœ ืืช ื”ืขืœื•ืช ืžื•ืœ ื”ืชื•ืขืœืช ืœืฆืจื›ื™ื ื”ืกืคืฆื™ืคื™ื™ื ืฉืœื›ื ื•ืœื—ืงื•ืจ ืืช ืงืกื“ื•ืช ื”-EEG ื”ืฉื•ื ื•ืช ื”ื–ืžื™ื ื•ืช ื›ื“ื™ ืœืžืฆื•ื ืืคืฉืจื•ืช ืฉืชื•ืืžืช ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื.

ื›ื™ืฆื“ ืœื‘ื—ื•ืจ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช

ืžืฆื™ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช ืžืจื’ื™ืฉื” ืงืฆืช ื›ืžื• ืœืžืฆื•ื ืืช ื–ื•ื’ ื ืขืœื™ ื”ืจื™ืฆื” ื”ืžื•ืฉืœื. ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ ื‘ืืžืช ืชืœื•ื™ื” ื‘ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืขืฉื•ืช ืื™ืชืŸ. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืช ื”ื“ื‘ืจ ื”ื’ื“ื•ืœ ื”ื‘ื ื‘-BCI, ื—ื•ืงืจื™ื ืฉืื•ืกืคื™ื ื ืชื•ื ื™ื, ืื• ืฉืืชื ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื—ืงื•ืจ ืืช ื“ืคื•ืกื™ ื”ืงื•ื’ื ื™ืฆื™ื” ืฉืœื›ื, ืžื›ืฉื™ืจื™ื ืฉื•ื ื™ื ื ื‘ื ื• ืœืžื˜ืจื•ืช ืฉื•ื ื•ืช. ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช, ืชืจืฆื• ืœื‘ื—ื•ืŸ ื›ืžื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื—ื•ืžืจื” ืขืฆืžื”, ื”ืชื•ื›ื ื” ืฉืขืœื™ื” ื”ื™ื ืคื•ืขืœืช, ืขื“ ื›ืžื” ื”ืชื›ื•ื ื•ืช ืฉืœื” ืžืชืื™ืžื•ืช ืœืฆืจื›ื™ื ืฉืœื›ื, ื•ื›ืžื•ื‘ืŸ, ื”ืžื—ื™ืจ. ื—ืฉื™ื‘ื” ืขืœ ื”ื ืงื•ื“ื•ืช ื”ืืœื” ืชืขื–ื•ืจ ืœื›ื ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืœื ืจืง ื™ืชืื™ื ืœืื•ื–ื ื™ื™ื ืฉืœื›ื, ืืœื ื’ื ื™ืฉืชืœื‘ ืขื ื”ืฉืื™ืคื•ืช ืฉืœื›ื.

ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”

ืงื•ื“ื ื›ื•ืœ, ื‘ื•ืื• ื ื“ื‘ืจ ืขืœ ื”ืžื›ืฉื™ืจ ื”ืคื™ื–ื™. ืืชื ืขืชื™ื“ื™ื ืœืขื ื•ื“ ืื•ืชื•, ื•ืœื›ืŸ ื ื•ื—ื•ืช ื”ื™ื ื”ืžืคืชื—. ื—ืคืฉื• ืื•ื–ื ื™ื•ืช ืงืœื•ืช ืžืฉืงืœ ืฉืžื’ื™ืขื•ืช ืขื ื’ื“ืœื™ ืงืฆื•ื•ืช ืฉื•ื ื™ื ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื”ืชืืžื” ืฆืžื•ื“ื” ื•ื‘ื˜ื•ื—ื”. ื—ื™ื™ ื”ืกื•ืœืœื” ื”ื ื’ื•ืจื ื—ืฉื•ื‘ ื ื•ืกืฃ, ื‘ืžื™ื•ื—ื“ ืื ืืชื ืžืชื›ื ื ื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ืžืขื‘ืจ ืœื‘ืกื™ืก, ืฉื™ืžื• ืœื‘ ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ื—ื™ื™ืฉื ื™ื. ื—ืœืง ืžื”ืื•ื–ื ื™ื•ืช ื ื•ืขื“ื• ืœื–ื”ื•ืช ืœื ืจืง ืื•ืชื•ืช ืžื•ื— (EEG), ืืœื ื’ื ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืขื“ื™ื ื•ืช ื•ืžื—ื•ื•ืช ืคื ื™ื. ื’ื™ืฉื” ืจื‘-ืžื•ื“ืืœื™ืช ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™ ื•ืœื—ืงืจ ื“ืคื•ืกื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื, ืžื›ืฉื™ืจ ื™ืขื™ืœ ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืฆื™ืข ืื™ื–ื•ืŸ ืžืฆื•ื™ืŸ ื‘ื™ืŸ ื ื•ื—ื•ืช ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืขื•ืฆืžืชื™ืช ื‘ืžื‘ื ื” ื“ื™ืกืงืจื˜ื™.

ื‘ื“ืงื• ืชืื™ืžื•ืช ืชื•ื›ื ื”

ื”ื—ื•ืžืจื” ื”ืžืจืฉื™ืžื” ื‘ื™ื•ืชืจ ื˜ื•ื‘ื” ืจืง ื›ืžื• ื”ืชื•ื›ื ื” ืฉืžืคืขื™ืœื” ืื•ืชื”. ืœืคื ื™ ืฉืืชื ืžืชื—ื™ื™ื‘ื™ื, ื‘ื“ืงื• ืื™ืœื• ื™ื™ืฉื•ืžื™ื ื•ืคืœื˜ืคื•ืจืžื•ืช ื”ืื•ื–ื ื™ื•ืช ืชื•ืžื›ื•ืช. ื”ืื ื”ื™ืฆืจืŸ ืžืกืคืง ืืคืœื™ืงืฆื™ื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ืœืฆืคื™ื™ื” ื‘ื ืชื•ื ื™ื ืฉืœื›ื? ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ืื ื–ืžื™ืŸ SDK ืื• API ื—ื–ืง? ืชืจืฆื• ืœื•ื•ื“ื ืฉื”ืชื•ื›ื ื” ืชื•ืืžืช ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื, ื‘ื™ืŸ ืื ืืชื ืžืฉืชืžืฉื™ื ื‘-PC, ื‘-Mac ืื• ื‘ืกืžืืจื˜ืคื•ืŸ. ื—ืœืง ืžื”ืžืขืจื›ื•ืช ืžืชื•ื›ื ื ื•ืช ื›ืืงื•ืกื™ืกื˜ืžื•ืช ืกื’ื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ ืฉืœื™ื˜ื” ืžืกื•ื™ืžื™ื, ื‘ืขื•ื“ ืื—ืจื•ืช ืžืฆื™ืขื•ืช ื™ื•ืชืจ ื’ืžื™ืฉื•ืช. ืœื“ื•ื’ืžื”, Emotiv App ืžืขื ื™ืงื” ืœื›ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช, ื‘ืขื•ื“ ืฉืชื•ื›ื ืช EmotivPRO ืฉืœื ื• ื‘ื ื•ื™ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง, ื•ืžืจืื” ื›ื™ืฆื“ ืžื›ืฉื™ืจ ืื—ื“ ื™ื›ื•ืœ ืœืฉืจืช ืฆืจื›ื™ื ืฉื•ื ื™ื ื‘ืืžืฆืขื•ืช ืชื•ื›ื ื•ืช ืฉื•ื ื•ืช.

ื”ืชืื™ืžื• ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืฆืจื›ื™ื ืฉืœื›ื

ื—ืฉื‘ื• ื”ื™ื˜ื‘ ืขืœ ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื›ื ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”'ืœืžื”' ืฉืœื›ื ื™ื›ื•ื•ืŸ ืืชื›ื ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื ื›ื•ื ื”. ืื ื”ืขื ื™ื™ืŸ ืฉืœื›ื ื”ื•ื ื‘ืคื™ืชื•ื— ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืื• ื‘ืžื—ืงืจ ืืงื“ืžื™, ืชื–ื“ืงืงื• ืœืžื›ืฉื™ืจ ืฉืžืกืคืง ื’ื™ืฉื” ืœื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืžืืคืฉืจ ื ื™ืชื•ื— ืžืคื•ืจื˜. ืžืฆื“ ืฉื ื™, ืื ืืชื ืžืชืžืงื“ื™ื ื‘ื ื’ื™ืฉื•ืช ื•ื‘ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ื™ื™ืชื›ืŸ ืฉืชืขื“ื™ืคื• ืžืขืจื›ืช ืฉืžืฆื˜ื™ื™ื ืช ื‘ืชืจื’ื•ื ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžื™ืฉื”ื• ืฉื‘ื•ื—ืŸ ืจื•ื•ื—ื” ืื™ืฉื™ืช ืขืฉื•ื™ ืœื—ืคืฉ ืืคืœื™ืงืฆื™ื” ืฉืžืฆื™ื’ื” ืจื™ื›ื•ื– ืื• ื”ืจืคื™ื” ื‘ื–ืžืŸ ืืžืช. ื”ื™ื• ื›ื ื™ื ืœื’ื‘ื™ ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ื™ ื–ื” ื™ืขื–ื•ืจ ืœื›ื ืœืกื ืŸ ืืช ื”ืชื›ื•ื ื•ืช ืฉืืชื ืœื ืฆืจื™ื›ื™ื ื•ืœื”ืชืžืงื“ ื‘ืืœื” ืฉื›ืŸ.

ืึดื–ื ื• ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื ืขื ื”ืชื›ื•ื ื•ืช ื”ืขื™ืงืจื™ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื”ืฉืงืขื”, ืขื ืžื—ื™ืจื™ื ืฉื ืขื™ื ืžื›ืžื” ืžืื•ืช ื“ื•ืœืจื™ื ื•ืขื“ ื”ืจื‘ื” ื™ื•ืชืจ ืžืืœืฃ. ืงืœ ืœื”ื™ืžืฉืš ืœืžื•ื“ืœื™ื ื”ืขืฉื™ืจื™ื ื‘ื™ื•ืชืจ ื‘ืชื›ื•ื ื•ืช ื•ื”ื™ื•ืงืจืชื™ื™ื ื‘ื™ื•ืชืจ, ืื‘ืœ ื”ื ืขืœื•ืœื™ื ืœื”ื™ื•ืช ื™ื•ืชืจ ืžืžื” ืฉืืชื ืฆืจื™ื›ื™ื. ืฆืจื• ืจืฉื™ืžื” ืฉืœ ืชื›ื•ื ื•ืช ืดื—ื™ื™ื‘ื•ืช ืœื”ื™ื•ืชืด ื•ืฉืœ ืชื›ื•ื ื•ืช ืดื ื—ืžื“ ืฉื™ื”ื™ื•ืด. ื”ืื ืืชื ื—ื™ื™ื‘ื™ื ื‘ืืžืช ืืช ืžืกืคืจ ื”ืขืจื•ืฆื™ื ื”ื’ื‘ื•ื” ื‘ื™ื•ืชืจ ืœืžื—ืงืจ ืฉืœื›ื, ืื• ืฉืžื›ืฉื™ืจ ื“ื•-ืขืจื•ืฆื™ ื™ืกืคื™ืง? ื”ืื ื”ื–ืจืžืช ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื”ื™ื ื—ื™ื•ื ื™ืช, ืื• ืฉืชื•ื›ืœื• ืœืขื‘ื•ื“ ืขื ืกืฉื ื™ื ืžื•ืงืœื˜ื™ื? ืขืœ ื™ื“ื™ ืงื‘ื™ืขืช ืกื“ืจื™ ืขื“ื™ืคื•ื™ื•ืช, ืชื•ื›ืœื• ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืขื•ื ื” ืขืœ ื”ื“ืจื™ืฉื•ืช ื”ืžืจื›ื–ื™ื•ืช ืฉืœื›ื ื‘ืœื™ ืœืจื•ืงืŸ ืืช ื”ื›ื™ืก. ืžื›ืฉื™ืจ ื ื’ื™ืฉ ื•ืืžื™ืŸ ื™ื›ื•ืœ ืœื”ืฆื™ืข ืขืจืš ืื“ื™ืจ ื•ืœืฉืžืฉ ื ืงื•ื“ืช ื›ื ื™ืกื” ืžื•ืฉืœืžืช ืœืขื•ืœื ื”-EEG.

ืขืชื™ื“ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช

ืขื•ืœื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืจืง ืžืชื—ื™ืœ, ื•ื”ืขืชื™ื“ ื ืจืื” ืžืจื’ืฉ ืœื”ืคืœื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ, ืืคืฉืจ ืœืฆืคื•ืช ืœื”ืชืงื“ืžื•ื™ื•ืช ืฉื™ื’ืจืžื• ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืœื”ืฉืชืœื‘ ืืคื™ืœื• ื™ื•ืชืจ ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ื”ื—ืœ ืžืฉื™ืคื•ืจ ื”ืื•ืคืŸ ืฉื‘ื• ืื•ืชื•ืช ืžืขื•ื‘ื“ื™ื ื•ืขื“ ืœืžืฆื™ืืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ื ื’ื™ืฉื•ืช, ื”ืคื•ื˜ื ืฆื™ืืœ ืขืฆื•ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื•ืฆืืช ืžื”ืžืขื‘ื“ื” ื•ื ื›ื ืกืช ืœืขื•ืœื ื”ืืžื™ืชื™, ื•ืžื‘ื˜ื™ื—ื” ืื™ื ื˜ืจืืงืฆื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ื—ืœืงื•ืช ื™ื•ืชืจ ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉื‘ื”ื ืื ื• ืžืฉืชืžืฉื™ื ืžื“ื™ ื™ื•ื. ื”ืžื™ืงื•ื“ ื”ื•ื ื‘ื™ืฆื™ืจืช ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืื™ื ื” ืจืง ืขื•ืฆืžืชื™ืช, ืืœื ื’ื ืžืขืฉื™ืช, ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ื ื’ื™ืฉื” ืœื›ื•ืœื.

ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื˜ื•ื‘ ื™ื•ืชืจ

ืื—ื“ ื”ืชื—ื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ื‘ืคื™ืชื•ื— ื”ื•ื ืขื™ื‘ื•ื“ ืื•ืชื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื‘ืชื•ืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืชืงื“ืžืช ื›ื“ื™ ืœื”ืคื•ืš ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื” ืœื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ. ื›ื›ืœ ืฉื”ืืœื’ื•ืจื™ืชืžื™ื ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื™ื•ืชืจ, ื”ืžื›ืฉื™ืจื™ื ืžืฉืชืคืจื™ื ื‘ืคืขื ื•ื— ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื‘ืžื”ื™ืจื•ืช ื•ื‘ื“ื™ื•ืง ื’ื“ื•ืœื™ื ื™ื•ืชืจ. ื–ื” ืื•ืžืจ ืคื—ื•ืช ื–ืžืŸ ื›ื™ื•ืœ ืœืžืฉืชืžืฉ ื•ื—ื•ื•ื™ื” ืžื’ื™ื‘ื” ื™ื•ืชืจ ื‘ืื•ืคืŸ ื›ืœืœื™. ื”ื”ืชืงื“ืžื•ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœื‘ื™ืŸ ื”ืคืขื•ืœื” ืฉืœ ื”ืžื›ืฉื™ืจ, ื•ืœืกืœื™ืœืช ื”ื“ืจืš ืœื™ื™ืฉื•ืžื™ื ืžื•ืจื›ื‘ื™ื ื•ืืžื™ื ื™ื ื™ื•ืชืจ. ืขื™ื‘ื•ื“ ื˜ื•ื‘ ื™ื•ืชืจ ื”ื•ื ื”ืžืคืชื— ืฉื™ืกื™ื™ืข ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœืžืžืฉ ืืช ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœื”.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชืคืชื—ื•ืช ื‘ื—ืœืœ ืจื™ืง. ื”ืขืชื™ื“ ืฉืœื”ืŸ ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืช ืฉืœื”ืŸ ืœื”ืชื—ื‘ืจ ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืื•ื–ื ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื›ืฉื™ืจื™ ื‘ื™ืช ื—ื›ื, ืขื•ื–ืจื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื•ืืคื™ืœื• ืขื–ืจื™ื ืจื•ื‘ื•ื˜ื™ื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ืžืขืจื›ืช ื‘ืงืจื” ืžืจื›ื–ื™ืช, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœื›ืœ ื”ืืงื•ืกื™ืกื˜ื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื”ืื™ื ื˜ื’ืจืฆื™ื” ื”ื–ื• ืžื‘ื˜ื™ื—ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืื ืฉื™ื ืฉืขืœื•ืœ ืœื”ื™ื•ืช ืœื”ื ืงืฉื” ืœื”ืฉืชืžืฉ ื‘ื™ื“ื™ื™ื ืื• ื‘ืงื•ืœ ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื. ื›ื›ืœ ืฉื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื™ื”ืคื•ืš ืœืชื›ื•ื ื” ืกื˜ื ื“ืจื˜ื™ืช, ืืคืฉืจ ืœืฆืคื•ืช ืœื™ื•ืชืจ ื—ื•ืžืจื” ื•ืชื•ื›ื ื” ืฉื™ืชื•ื›ื ื ื• ืœืขื‘ื•ื“ ื™ืฉื™ืจื•ืช ืขื ืงืœื˜ ืขืฆื‘ื™.

ื”ืจื—ื‘ืช ื”ืฉื™ืžื•ืฉื™ื ื‘ื ื’ื™ืฉื•ืช

ืื•ืœื™ ื”ื”ืชืคืชื—ื•ืช ื”ืžืฉืžืขื•ืชื™ืช ื‘ื™ื•ืชืจ ืฉืœ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืชื”ื™ื” ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืฆื™ืขื™ื ื“ืจืš ืœืฉืœื•ื˜ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืงืœื•ืช ื‘ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ื›ืžื• ืžืงืœื“ื•ืช ืื• ืžืกื›ื™ ืžื’ืข. ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘, ื‘ืกืžืืจื˜ืคื•ืŸ ืื• ื‘ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืืžืฆืขื•ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื™ื›ื•ืœื” ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืกืคืงืช ืขืจื•ืฅ ื—ื“ืฉ ืœืชืงืฉื•ืจืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืžืขืฆื™ืžื” ืžืฉืชืžืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ื‘ื“ืจื›ื™ื ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื.

ืœืžื” ืœืฆืคื•ืช ืžื”ืฉื•ืง

ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื›ื™ื—ื” ืืช ื™ื›ื•ืœื•ืชื™ื”, ื”ืฉื•ืง ืฆืคื•ื™ ืœืฆืžื•ื—. ืื ื—ื ื• ื›ื‘ืจ ืจื•ืื™ื ื”ื“ื’ืžื•ืช ืฉื‘ื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืœื•ื˜ ื‘ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื‘ืœื™ ืฉื•ื ืงืœื˜ ืคื™ื–ื™, ื•ืžืฆื™ื’ื•ืช ืืช ื”ื›ื•ื— ืฉืœ ื”ืžืžืฉืง ื”ื–ื”. ื‘ืฉื ื™ื ื”ืงืจื•ื‘ื•ืช, ืฆืคื• ืœืจืื•ืช ื™ื•ืชืจ ืฉื™ืชื•ืคื™ ืคืขื•ืœื” ื‘ื™ืŸ ื—ื‘ืจื•ืช BCI ืœืžืคืชื—ื™ื ื‘ืชืขืฉื™ื•ืช ืื—ืจื•ืช. ื”ื’ื™ืฉื” ื”ืฉื™ืชื•ืคื™ืช ื”ื–ื• ืชื”ื™ื” ื—ื™ื•ื ื™ืช ืœื—ื“ืฉื ื•ืช, ื›ื™ ื”ื™ื ืžืขื•ื“ื“ืช ื™ื–ืžื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื•ืœืžืฆื•ื ืฉื™ืžื•ืฉื™ื ื™ืฆื™ืจืชื™ื™ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”. ืกื‘ื™ืจ ืฉื”ืฉื•ืง ื™ืชืจื—ื‘ ืžื™ื™ืฉื•ืžื™ ืืงื“ืžื™ื” ื•ืžื—ืงืจ ื ื™ืฉืชื™ื™ื ืืœ ืืœืงื˜ืจื•ื ื™ืงื” ืฆืจื›ื ื™ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืจื—ื‘ื•ืช ื™ื•ืชืจ.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ืžืฆื•ื™ื ืช, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื–ื• ืชืคื™ืกื” ืฉื’ื•ื™ื” ื ืคื•ืฆื”, ืื‘ืœ ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืื™ื ื ืžืชื•ื›ื ื ื™ื ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืคื ื™ืžื™ื•ืช ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ื ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืกืคืฆื™ืคื™ื™ื ื•ืžื›ื•ื•ื ื™ื. ื–ื” ื›ื•ืœืœ ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื›ืžื• ื›ืฉืืชื ืžืจื•ื›ื–ื™ื, ื•ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ื–ืขื™ืจื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ื‘ื›ื•ื•ื ื”, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืœืกืช. ื—ืฉื‘ื• ืขืœ ื–ื” ื›ืฉื™ืžื•ืฉ ื‘ืคืขื•ืœื” ืžืกื•ื™ืžืช ื›ื“ื™ ืœื”ืคืขื™ืœ ืคืงื•ื“ื”, ืœื ื›ืžื›ืฉื™ืจ ืฉืžืื–ื™ืŸ ืœืžื—ืฉื‘ื•ืชื™ื›ื.

ื›ืžื” ื–ืžืŸ ืœื•ืงื— ืœื”ืฉืชืคืจ ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ื™ืฉ ืขืงื•ืžืช ืœืžื™ื“ื” ืžืกื•ื™ืžืช, ื•ื”ื™ื ืฉื•ื ื” ืืฆืœ ื›ืœ ืื—ื“. ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ืžื™ื•ืžื ื•ืช, ืžืžืฉ ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ืื• ืœื ื’ืŸ ื‘ื›ืœื™ ื ื’ื™ื ื”. ื‘ื”ืชื—ืœื” ืชืฆื˜ืจื›ื• ืœื”ื™ื•ืช ืžืื•ื“ ืžื›ื•ื•ื ื™ื ื‘ืคืงื•ื“ื•ืช ืฉืœื›ื. ืขื ื”ื–ืžืŸ, ื›ืฉื”ืžื•ื— ืฉืœื›ื ื™ืกืชื’ืœ ืœืื™ื ื˜ืจืืงืฆื™ื” ื”ื—ื“ืฉื”, ื–ื” ื™ื”ืคื•ืš ืœื˜ื‘ืขื™ ื™ื•ืชืจ ื•ื™ื“ืจื•ืฉ ืคื—ื•ืช ืžืืžืฅ ืžื•ื“ืข. ื”ืžืคืชื— ื”ื•ื ืชืจื’ื•ืœ ืขืงื‘ื™, ืฉืขื•ื–ืจ ืœืžื›ืฉื™ืจ ืœื”ืกืชื’ืœ ืœื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื ื•ืžืกื™ื™ืข ืœื›ื ืœื‘ื ื•ืช ื–ื™ื›ืจื•ืŸ ืฉืจื™ืจ ืขื‘ื•ืจ ื”ืคืงื•ื“ื•ืช.

ืœืžื” ืฉืื‘ื—ืจ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื‘ืžืงื•ื ืงืกื“ืช EEG ืžืœืื”? ื–ื” ื‘ืืžืช ืชืœื•ื™ ื‘ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ืžื• MN8 ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœื ื™ื™ื“ื•ืช, ืœื ื•ื—ื•ืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื•ืช ืกืคืฆื™ืคื™ื•ืช ืžื‘ื•ืกืกื•ืช ืคืงื•ื“ื•ืช ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื”ืŸ ืžื•ืฉืœืžื•ืช ืœืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืื• ืœื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ืชื•ืš ื›ื“ื™ ืชื ื•ืขื”. ืงืกื“ืช EEG ืจื‘-ืขืจื•ืฆื™ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ื”ื™ื ื›ืœื™ ื™ื™ืขื•ื“ื™ ื™ื•ืชืจ ืฉื ื‘ื ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง. ื”ื™ื ืœื•ื›ื“ืช ืชืžื•ื ื” ืžืคื•ืจื˜ืช ื•ืžืงื™ืคื” ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื›ืœ ืคื ื™ ื”ืงืจืงืคืช, ื“ื‘ืจ ื”ื—ื™ื•ื ื™ ืœืžื—ืงืจื™ื ืืงื“ืžื™ื™ื ืื• ืœืคื™ืชื•ื— BCI ืžื•ืจื›ื‘.

ื”ืื ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื‘ื˜ื•ื—ื™ื ืœืฉื™ืžื•ืฉ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš? ื‘ื”ื—ืœื˜. ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืฉื™ืงื•ืœ ืžืจื›ื–ื™ ื‘ืชื›ื ื•ืŸ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื•. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ืฉื•ื ื“ื‘ืจ ืœื ื—ื•ื“ืจ ืœืขื•ืจ ืื• ืœื’ื•ืฃ. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื‘ืขื“ื™ื ื•ืช ื‘ืชื•ืš ืื• ืกื‘ื™ื‘ ืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉื”ืžื•ื— ื•ื”ืฉืจื™ืจื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ืžื‘ื—ื™ื ืช ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช, ื”ืฉื™ืžื•ืฉ ื‘ื”ืŸ ื“ื•ืžื” ืžืื•ื“ ืœืขื ื™ื“ืช ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช.

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ืจืง ืžื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—, ืื• ืฉื”ืŸ ืขื•ืฉื•ืช ื’ื ื“ื‘ืจื™ื ืื—ืจื™ื? ืœืžืขืฉื”, ื”ืŸ ืขื•ืฉื•ืช ืงืฆืช ืžืฉื ื™ื”ื, ื•ื–ื• ื”ืกื™ื‘ื” ืฉื”ืŸ ื›ื” ืจื‘-ืชื›ืœื™ืชื™ื•ืช. ื”ื—ื™ื™ืฉื ื™ื ืžืกื•ื’ืœื™ื ืœื–ื”ื•ืช ืฉื ื™ ืกื•ื’ื™ ืื•ืชื•ืช. ืจืืฉื™ืช, ื”ื ืงื•ืœื˜ื™ื EEG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืžื•ื—, ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžืฆื‘ื™ื ื›ืœืœื™ื™ื ื›ืžื• ืจื™ื›ื•ื– ืื• ืจื•ื’ืข. ืฉื ื™ืช, ื”ื ืžื–ื”ื•ืช EMG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžืฉืจื™ืจื™ ื”ืคื ื™ื. ื›ืš ื”ืŸ ื™ื›ื•ืœื•ืช ืœื–ื”ื•ืช ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื•ืžื•ื‘ื—ื ื•ืช, ื•ืœืชืช ืœื›ื ื“ืจืš ืžื”ื™ืจื” ื•ืืžื™ื ื” ื ื•ืกืคืช ืœื”ืคืขื™ืœ ืคืงื•ื“ื•ืช ืขืœ ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื.

ืžื“ื™ ืคืขื, ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืฆืฆื” ื•ืžืขื ื™ืงื” ืœื™ื•ืฆืจื™ื ื•ืœืžืคืชื—ื™ื ืคืœื˜ืคื•ืจืžื” ื—ื“ืฉื” ืœื’ืžืจื™ ืœื‘ื ื•ืช ืขืœื™ื”. ื”ืžืขื‘ืจ ืžืžืงืœื“ื•ืช ืœืžืกื›ื™ ืžื’ืข ืฉื™ื ื” ื”ื›ื•ืœ, ื•ื›ืขืช ืžืชื’ื‘ืฉ ืžืžืฉืง ื—ื“ืฉ. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืœื ืคื•ืœืฉื ื™ ืœืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืชื—ื•ืช ื—ื–ื™ืช ื—ื“ืฉื” ืœื™ื™ืฉื•ืžื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ. ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ื“ื‘ืจ ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ื‘ืžืฉื—ืงื™ื, ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื•ื™ืจื˜ื•ืืœื™ื•ืช ืกื•ื—ืคื•ืช ื™ื•ืชืจ, ื‘ืชื›ื ื•ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืžื”ื“ื•ืจ ื”ื‘ื ื•ื‘ื‘ื ื™ื™ืช ืกื‘ื™ื‘ื•ืช ื—ื›ืžื•ืช ื•ืžื’ื™ื‘ื•ืช ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื™ื•ืชืจ ืžื’ืื“ื’'ื˜; ื”ื™ื ืขืจื›ืช ื›ืœื™ื ืœื‘ื ื™ื™ืช ื”ื’ืœ ื”ื‘ื ืฉืœ ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืขื™ืฆื•ื‘ ืœื‘ื™ืฉ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ืคื›ื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื‘ื›ืš ืฉื”ืŸ ืžืฉืœื‘ื•ืช ื—ื™ื™ืฉื ื™ EEG ื‘ืชื•ืš ืžื‘ื ื” ืžื•ื›ืจ ืฉืœ ืื•ื–ื ื™ื•ืช. ื”ืŸ ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ืฉืœืš ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช ืœืคืงื•ื“ื•ืช ืœืฉืœื™ื˜ื” ืœืœื ื™ื“ื™ื™ื ื‘ืžื›ืฉื™ืจื™ื ืฉืœืš.

  • ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœื ื’ื™ืฉื•ืช: ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื”ื–ื“ืžื ื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘ื™ื, ื‘ื‘ืชื™ื ื—ื›ืžื™ื ื•ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ ื•ืœื”ืฆื™ืข ืขืจื•ืฆื™ ืชืงืฉื•ืจืช ื—ื“ืฉื™ื.

  • ื‘ื—ืจื• ืœืคื™ ื”ืžื˜ืจื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื›ื: ืžืฆื™ืืช ื”ืžื›ืฉื™ืจ ื”ื ื›ื•ืŸ ืคื™ืจื•ืฉื” ื”ืชืืžืช ื”ืชื›ื•ื ื•ืช ืฉืœื• ืœืฆืจื›ื™ื ืฉืœื›ื. ื—ืฉื‘ื• ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ืžื• ืžื—ืงืจ ืื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจ, ื•ืื– ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”, ืชืื™ืžื•ืช ื”ืชื•ื›ื ื” ื•ื”ืชืงืฆื™ื‘ ืฉืœื›ื ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช.

ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื•ื›ื™ืฆื“ ื”ืŸ ืคื•ืขืœื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื•ืœื™ ื ืฉืžืขื•ืช ื›ืžื• ืžืฉื”ื• ืžืกืจื˜ ืžื“ืข ื‘ื“ื™ื•ื ื™, ืื‘ืœ ื”ืŸ ืคื™ืชื•ื— ืืžื™ืชื™ ื•ืžืจื’ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืฉื”. ืืคืฉืจ ืœื—ืฉื•ื‘ ืขืœื™ื”ืŸ ื›ืื•ื–ื ื™ื•ืช ื—ื›ืžื•ืช ืฉืขื•ืฉื•ืช ื™ื•ืชืจ ืžืืฉืจ ืจืง ืœื”ืฉืžื™ืข ืžื•ื–ื™ืงื”. ื”ืŸ ื“ืจืš ื“ื™ืกืงืจื˜ื™ืช ื•ื ื™ื™ื“ืช ืœืžื“ื•ื“ ืคืขื™ืœื•ืช ื—ืฉืžืœื™ืช ืžื”ืžื•ื— ืฉืœืš ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื•ื›ื ื ื™ื ืœื”ื™ื•ืช ื ื•ื—ื™ื ืžืกืคื™ืง ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืœื”ืชืื™ื ื”ื™ื˜ื‘ ืœืื•ื–ื ื™ื™ื ืฉืœืš ื›ืžื• ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืงืกื ืงื•ืจื” ื›ืฉื”ืŸ ืžืชืจื’ืžื•ืช ืืช ื”ืื•ืชื•ืช ืฉืœ ื”ืžื•ื— ืฉืœืš, ื•ืœืขื™ืชื™ื ืืคื™ืœื• ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื“ืจืš ื—ื“ืฉื” ืœื’ืžืจื™, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื.

ื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืฉื‘ืคื ื™ื

ื‘ืœื‘ ื›ืœ ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื ืžืฆื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื ืชื™ื‘ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ื‘ื™ืŸ ื”ืžื•ื— ืฉืœืš ืœื‘ื™ืŸ ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืกืžืืจื˜ืคื•ืŸ. ื”ื™ื ืžืืคืฉืจืช ืœืš ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœืš ื‘ืœื™ ืœื”ื–ื“ืงืง ืœืžืงืœื“ืช, ืœืขื›ื‘ืจ, ืื• ืืคื™ืœื• ืœืงื•ืœ ืฉืœืš. ื”-BCI ืคื•ืขืœ ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ื ื™ื•ืช ืฉืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื•ืฆืจื™ื ืขืœ ื™ื“ื™ ืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœืš. ืœืื—ืจ ืžื›ืŸ ืื•ืชื•ืช ืืœื” ืžืคื•ืขื ื—ื™ื ืขืœ ื™ื“ื™ ืืœื’ื•ืจื™ืชืžื™ื ืžืชืงื“ืžื™ื, ื•ื”ื•ืคื›ื™ื ืืช ื”ื›ื•ื•ื ื•ืช ืฉืœืš ืœืคืขื•ืœื•ืช ื‘ืคื•ืขืœ. ื–ื• ื“ืจืš ื—ืœืงื” ืœื ื”ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœืš, ืฉืžืฆื™ืขื” ืจืžืช ืฉืœื™ื˜ื” ื—ื“ืฉื” ืฉืžืจื’ื™ืฉื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื•ื™ืฉื™ืจื”.

ื–ื™ื”ื•ื™ ื•ืขื™ื‘ื•ื“ ืื•ืชื•ืช ืžื•ื—

ืื– ืื™ืš ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ื‘ืืžืช ืงื•ืœื˜ื•ืช ืืช ืื•ืชื•ืช ื”ืžื•ื— ืฉืœืš? ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื ื•ืœื ืคื•ืœืฉื ื™ื™ื ืฉื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืžืชื—ื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœืš ืžื™ื™ืฆืจื™ื. ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ืืœื” ื ืฉืœื—ื™ื ืœืื—ืจ ืžื›ืŸ ื‘ืื•ืคืŸ ืืœื—ื•ื˜ื™ ืœืžื›ืฉื™ืจ ืžื—ื•ื‘ืจ, ืฉื‘ื• ืชื•ื›ื ื” ืžืขื‘ื“ืช ืืช ื”ืื•ืชื•ืช ื‘ื–ืžืŸ ืืžืช, ืžืกื ื ืช ืจืขืฉ ื•ืžื–ื”ื” ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื. ืœื“ื•ื’ืžื”, ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช MN8 ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ืžืขืจื›ืช ื“ื•-ืขืจื•ืฆื™ืช ื›ื“ื™ ืœืืกื•ืฃ ื ืชื•ื ื™ ืžื•ื—, ืฉื‘ื”ืžืฉืš ื™ื›ื•ืœื™ื ืœืฉืžืฉ ืœืžื’ื•ื•ืŸ ื™ื™ืฉื•ืžื™ื, ื”ื—ืœ ืžื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื•ืขื“ ืœืžื—ืงืจ.

ื–ื™ื”ื•ื™ ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช

ืžืขื‘ืจ ืœื’ืœื™ ื”ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจื‘ื•ืช ืžื–ื”ื•ืช ื’ื ืดืžื—ื•ื•ืช ื–ืขื™ืจื•ืชืด. ืืœื” ื”ืŸ ืชื ื•ืขื•ืช ื”ืฉืจื™ืจื™ื ื”ืงื˜ื ื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ืขื ื”ืคื ื™ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืžืฆืžื•ืฅ ื›ืคื•ืœ ืื• ื—ื™ื•ืš ืงืœ. ืื•ืชื ื—ื™ื™ืฉื ื™ื ืฉืžื–ื”ื™ื ืื•ืชื•ืช EEG ื™ื›ื•ืœื™ื ื’ื ืœืงืœื•ื˜ ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืชื›ื•ื•ืฆื•ื™ื•ืช ื”ืฉืจื™ืจื™ื ื”ืืœื” (ื”ื™ื“ื•ืขื” ื›-EMG). ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืžื•ื‘ื ื™ืช ื•ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืœืžื™ื“ืช ืžื›ื•ื ื” ืžืื•ืžื ื™ื ืœื”ื‘ื—ื™ืŸ ื‘ื™ืŸ ื”ืžื—ื•ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ื”ืืœื” ืœื‘ื™ืŸ ืชื ื•ืขื•ืช ืื—ืจื•ืช. ื‘ืจื’ืข ืฉืžื—ื•ื•ื” ืžื–ื•ื”ื”, ื”ื™ื ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ืกืคืฆื™ืคื™ืช, ื›ืžื• 'ื”ืฉืžืข ืฉื™ืจ ื”ื‘ื' ืื• 'ืขื ื” ืœืฉื™ื—ื”'. ื”ื“ื‘ืจ ืžื•ืกื™ืฃ ืฉื›ื‘ืช ืฉืœื™ื˜ื” ื ื•ืกืคืช, ื•ื”ื•ืคืš ืืช ื”ืžืžืฉืง ืœืžื”ื™ืจ ื™ื•ืชืจ ื•ืžื’ื™ื‘ ื™ื•ืชืจ.

ืžื” ื”ื•ืคืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœื™ื™ื—ื•ื“ื™ื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฉื™ื ื•ื™ ืžืฉืžืขื•ืชื™ ื‘ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื”ืŸ ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื•ื”ืŸ ืขื ื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื ื•. ืžื” ื”ื•ืคืš ืื•ืชืŸ ืœืฉื•ื ื•ืช ื›ืœ ื›ืš ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื? ื”ื›ื•ืœ ืžืชืžืฆื” ื‘ืฉื™ืœื•ื‘ ื™ื™ื—ื•ื“ื™ ืฉืœ ืฆื•ืจื”, ืชืคืงื•ื“ ื•ื ื’ื™ืฉื•ืช. ื”ืŸ ืœื•ืงื—ื•ืช ืืช ื”ืžื“ืข ื”ืžื•ืจื›ื‘ ืฉืœ ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG) ื•ืžืฉืœื‘ื•ืช ืื•ืชื• ื‘ืชื•ืš ื—ื‘ื™ืœื” ื“ื™ืกืงืจื˜ื™ืช ื•ืžื•ื›ืจืช ืฉื›ืœ ืื—ื“ ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ื–ื” ืขื•ืœื ืื—ืจ ืžืืฉืจ ืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช ื•ืžืกื•ืจื‘ืœื•ืช, ืฉืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžื•ื’ื‘ืœื•ืช ืœืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื”.

ื”ื—ื“ืฉื ื•ืช ื”ืืžื™ืชื™ืช ื”ื™ื ื‘ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืืžืฆืขื•ืช ื”ืฆื‘ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืžืกื‘ื™ื‘ื”, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืœื›ื•ื“ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžืฉืžืขื•ืชื™ืช ื‘ืœื™ ืœื“ืจื•ืฉ ืžืขืจืš ืžืกื•ืจื‘ืœ. ืชืคื™ืกืช ืขื™ืฆื•ื‘ ื–ื• ืคื•ืชื—ืช ืืช ื”ื“ืœืช ืœื™ื™ืฉื•ืžื™ื ืจืฆื™ืคื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™, ื”ื—ืœ ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืขื“ ืœืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ืžื“ื•ื‘ืจ ื‘ื”ื•ืฆืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื”ืžืขื‘ื“ื” ื”ืžื—ืงืจื™ืช ื•ื”ืขื‘ืจืชื” ืœื™ื“ื™ื”ื ืฉืœ ืžืคืชื—ื™ื, ื™ื•ืฆืจื™ื ื•ื›ืœ ืžื™ ืฉืกืงืจืŸ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ืขื™ืฆื•ื‘ ื™ื“ื™ื“ื•ืชื™ ืœืžืฉืชืžืฉ ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื—ื™ืฉื” ืขื•ืฆืžืชื™ืช ื”ื•ื ืžื” ืฉืžื‘ื“ื™ืœ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื›ื›ืœื™ ืคื•ืจืฅ ื“ืจืš ื‘ืืžืช.

ืฉืœื˜ื• ื‘ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื

ื“ืžื™ื™ื ื• ืฉืืชื ืžื“ืœื’ื™ื ืขืœ ืฉื™ืจ, ืขื•ื ื™ื ืœืฉื™ื—ื” ืื• ืžืขืžืขืžื™ื ืืช ื”ืื•ืจื•ืช ื‘ืœื™ ืœื’ืขืช ื‘ืžืกืš ืื• ืœื•ืžืจ ืžื™ืœื”. ื–ื”ื• ื”ื”ื‘ื˜ื—ื” ื”ืžืจื›ื–ื™ืช ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”ืŸ ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืฉืœื•ื˜ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืงืœื˜ื™ื ืžืกื•ืจืชื™ื™ื, ืžื›ืฉื™ืจื™ื ืืœื” ืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ืขื“ื™ื ื™ื ืฉืžื™ื™ืฆืจื™ื ื”ืžื•ื— ื•ืฉืจื™ืจื™ ื”ืคื ื™ื ืฉืœื›ื. ืคืขื•ืœื” ืžื›ื•ื•ื ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช ืื• ืชื‘ื ื™ืช ืžืกื•ื™ืžืช ืฉืœ ืชื ื•ืขืช ืขื™ื ื™ื™ื, ื™ื›ื•ืœื” ืœื”ื™ื•ืช ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ื“ื™ื’ื™ื˜ืœื™ืช. ื–ื” ื™ื•ืฆืจ ื“ืจืš ื—ืœืงื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืœื”ืชืžืžืฉืง ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ื”ื•ืคืš ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืžืขื™ืŸ ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื›ื•ื•ื ื” ืฉืœื›ื.

ื–ื™ื”ื•ื™ ืœื ืคื•ืœืฉื ื™ ืฉืœ ืื•ืชื•ืช ืžื•ื—

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ื”ื ืœืคืขืžื™ื ืžื“ืžื™ื™ื ื™ื ื”ืœื™ื›ื™ื ื›ื™ืจื•ืจื’ื™ื™ื ืคื•ืœืฉื ื™ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื—ืœื•ืคื” ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื”. ื”ืŸ ืื™ื ืŸ ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ื”ืŸ ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ ื‘ืœื™ ืœื“ืจื•ืฉ ืฉืชืœื™ื ื›ืœืฉื”ื. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ื—ืฉืžืœื™ื™ื ื—ืœืฉื™ื ืžื”ืžื•ื—. ืฉื™ื˜ื” ื–ื• ืฉืœ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ืžืกื™ืจื” ื—ืกื ืžืฉืžืขื•ืชื™, ื•ื”ื•ืคื›ืช ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ืžืฉืชืžืฉื™ื ื™ื•ืžื™ื•ืžื™ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ืœื™ ื”ืกื™ื›ื•ื ื™ื ืื• ื”ืขืœื•ื™ื•ืช ื”ื›ืจื•ื›ื™ื ื‘ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื•ื›ืš ืœืขื•ื“ื“ ื—ื“ืฉื ื•ืช ื•ืื™ืžื•ืฅ ื’ื“ื•ืœื™ื ื™ื•ืชืจ.

ืงื—ื• EEG ืœื›ืœ ืžืงื•ื

ื‘ืื•ืคืŸ ืžืกื•ืจืชื™, ืื™ืกื•ืฃ ื ืชื•ื ื™ EEG ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื” ื“ืจืฉ ืžืขื‘ื“ื”, ื˜ื›ื ืื™ ื•ืงืกื“ื” ืžืœืื” ื—ื•ื˜ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื–ื” ืœื—ืœื•ื˜ื™ืŸ. ื‘ืืžืฆืขื•ืช ืฉื™ืœื•ื‘ ื—ื™ื™ืฉื ื™ EEG ื‘ืžื‘ื ื” ืงื˜ืŸ ื•ื ื™ื™ื“, ื”ืŸ ืžืืคืฉืจื•ืช ืœื›ื ืœืงื—ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ืชื›ื ืœื›ืœ ืžืงื•ื. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืžื”ืคื›ื ื™ืช ืœืžื—ืงืจ ื•ืœืฉื™ืžื•ืฉ ืื™ืฉื™. ืืคืฉืจ ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ื‘ืžื”ืœืš ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื›ืžื• ืขื‘ื•ื“ื”, ืœื™ืžื•ื“ ืื• ืืคื™ืœื• ืคืขื™ืœื•ืช ื’ื•ืคื ื™ืช ืงืœื”. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืฉืืช EEG ืœื›ืœ ืžืงื•ื ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืฉืœื ื• ืคื•ืขืœ ื‘ืกื‘ื™ื‘ื•ืช ืืžื™ืชื™ื•ืช, ื•ืžืกืคืงืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื” ื‘ืœืชื™ ืืคืฉืจื™ ืœืชืคื•ืก ืžื—ื•ืฅ ืœืžืกื’ืจืช ืžื‘ื•ืงืจืช.

ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช ืœื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช

ื”ืงืกื ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืชืŸ ืœืขื‘ื“ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช. ื”ืŸ ืื™ื ืŸ ืดืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ืืด. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžืชื•ื›ื ื ื•ืช ืœื—ื•ืฉ ืคืขื•ืœื•ืช ืงื˜ื ื•ืช ื•ืžื›ื•ื•ื ื•ืช, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืฉืœ ื”ืœืกืช, ื•ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืืœื” ืœืคืงื•ื“ื•ืช ื›ืžืขื˜ ืžื™ื™ื“ื™ืช. ื”ื“ื‘ืจ ืžืชืืคืฉืจ ื‘ืืžืฆืขื•ืช ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช, ื‘ื“ืจืš ื›ืœืœ Bluetooth, ืฉืฉื•ืœื—ืช ืืช ื”ื ืชื•ื ื™ื ืžื”ืื•ื–ื ื™ื•ืช ืœืžื›ืฉื™ืจ ืžื•ืชืื ื›ืžื• ืกืžืืจื˜ืคื•ืŸ ืื• ืžื—ืฉื‘. ืœื•ืœืืช ื”ืžืฉื•ื‘ ื”ืžื™ื™ื“ื™ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื™ืช ืžืฉืชืžืฉ ืžื’ื™ื‘ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช. ืžื”ื™ืจื•ืช ื”ื—ื™ื‘ื•ืจ ื”ื™ื ืžื” ืฉื”ื•ืคืš ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืœืžืฉื ื•ืช ืžืฉื—ืง ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช, ื•ืžืืคืฉืจืช ืฉืœื™ื˜ื” ื–ื•ืจืžืช ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื ื•ื‘ืชื•ื›ื ื”.

ื›ื™ืฆื“ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉืคืจื•ืช ืืช ื”ื ื’ื™ืฉื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ืฉื™ื ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ื—ืกืžื™ ื ื’ื™ืฉื•ืช. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ื ืชื™ื‘ ื™ืฉื™ืจ ื‘ื™ืŸ ืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉืœื•, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืคื•ืชื—ืช ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช. ื–ื•ื”ื™ ืฆื•ืจื” ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืื™ื ื” ื“ื•ืจืฉืช ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื ืื• ืฆื™ื•ื“ ืžื’ื•ืฉื, ื•ืœื›ืŸ ื”ื™ื ืคืชืจื•ืŸ ืžืขืฉื™ ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืžืงืœื“ื•ืช, ืขื›ื‘ืจื™ื ืื• ืžืกื›ื™ ืžื’ืข ืžืกื•ืจืชื™ื™ื, ื”ืžืฉืชืžืฉื™ื ื™ื›ื•ืœื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ื”ื“ื™ื’ื™ื˜ืœื™ืช ืฉืœื”ื ื“ืจืš ื›ื•ื•ื ื” ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช. ื”ืฉื™ื ื•ื™ ื”ื–ื” ื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ ื•ืœื ื’ื™ืฉื” ืœื›ื•ืœื, ื‘ืœื™ ืงืฉืจ ืœื™ื›ื•ืœื•ืช ื”ืคื™ื–ื™ื•ืช ืฉืœื”ื. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ื•ื ืžืฆื™ืข ืจืžื•ืช ื—ื“ืฉื•ืช ืฉืœ ืฉืœื™ื˜ื” ื•ื—ื•ืคืฉ ืื™ืฉื™, ื•ื”ื•ืคืš ืžื” ืฉืคืขื ื”ื™ื” ืžืฉื™ืžื” ืžื•ืจื›ื‘ืช ืœืคืขื•ืœื” ืคืฉื•ื˜ื” ื”ืžื•ื ืขืช ืขืœ ื™ื“ื™ ืžื—ืฉื‘ื”. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื”, ืฉื‘ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืื™ืžื” ืืช ืขืฆืžื” ืœืžืฉืชืžืฉ, ื•ืœื ืœื”ืคืš. ื’ื™ืฉื” ื–ื• ื”ื™ื ื‘ืกื™ืกื™ืช ืœื‘ื ื™ื™ืช ืขื•ืœื ื“ื™ื’ื™ื˜ืœื™ ืžื›ื™ืœ ื™ื•ืชืจ.

ืกื™ื•ืข ื‘ืืชื’ืจื™ ื ื™ื™ื“ื•ืช

ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ื™ื•ืช ื˜ืจื ืกืคื•ืจืžื˜ื™ื‘ื™ื•ืช ืžืžืฉ. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืืคืฉืจื™ื ืœืžืฉืชืžืฉื™ื ืœื ื”ืœ ืžื—ืฉื‘ื™ื, ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื•ืืคื™ืœื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื ื‘ืœื™ ืงืœื˜ ืคื™ื–ื™. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜, ืฉื•ืœื—ื™ื ืื™ืžื™ื™ืœ ืื• ืžืคืขื™ืœื™ื ืขื–ืจ ืชื ื•ืขื” ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื•ืช ืžื‘ื•ืกืกื•ืช-ืžื•ื—. ื™ื›ื•ืœืช ื–ื• ืžืกื™ืจื” ื—ืกืžื™ื ืคื™ื–ื™ื™ื ืžืฉืžืขื•ืชื™ื™ื, ื•ืžืืคืฉืจืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื ื‘ืงืœื•ืช ื•ื‘ื™ืขื™ืœื•ืช ืจื‘ื” ื™ื•ืชืจ. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ื›ื•ื•ื ื” ืœืคืขื•ืœื” ื™ืฉื™ืจื”, ื•ื‘ืžืชืŸ ื“ืจืš ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช ืฉืื—ืจืช ืขืœื•ืœื•ืช ืœื”ื™ื•ืช ืงืฉื•ืช ืื• ืœื“ืจื•ืฉ ืกื™ื•ืข.

ื˜ื™ืคื•ื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ

ืขื ืฉืœื™ื˜ื” ืจื‘ื” ื™ื•ืชืจ ืžื’ื™ืขื” ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืขืฆื™ืžื•ืช ืžืฉืชืžืฉื™ื ื‘ื›ืš ืฉื”ืŸ ื”ื•ืคื›ื•ืช ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื˜ื‘ืขื™ืช ื•ื™ืฉื™ืจื” ื™ื•ืชืจ. ื”ื“ื‘ืจ ื™ื›ื•ืœ ืœื”ืคื—ื™ืช ืืช ื”ืชืœื•ืช ื‘ืžื˜ืคืœื™ื ืขื‘ื•ืจ ืคืขื™ืœื•ื™ื•ืช ืžืกื•ื™ืžื•ืช ื•ืœืขื–ื•ืจ ืœืื ืฉื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื‘ืชื ืื™ื ืฉืœื”ื. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ื—ืœืงื” ืœื”ืชื—ื‘ืจ ืœืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื•ืžื›ืช ื‘ืื™ื›ื•ืช ื—ื™ื™ื ื’ื‘ื•ื”ื” ื™ื•ืชืจ ื•ืžื˜ืคื—ืช ืชื—ื•ืฉืช ืื•ื˜ื•ื ื•ืžื™ื”. ื–ื”ื• ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืฉืขื•ื–ืจ ืœืื ืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืื•ืคืŸ ืžืœื ื™ื•ืชืจ ื‘ื—ื™ื™ื”ื ื”ืื™ืฉื™ื™ื ื•ื”ืžืงืฆื•ืขื™ื™ื, ื•ืžืคืจืง ืืช ื”ื—ืกืžื™ื ืฉื™ื›ื•ืœื™ื ืœื”ื•ื‘ื™ืœ ืœื‘ื™ื“ื•ื“.

ืžืชืŸ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืชืงืฉืจ

ืชืงืฉื•ืจืช ื”ื™ื ื™ืกื•ื“ื™ืช, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ืขืจื•ืฅ ื—ื“ืฉ ื•ื—ื™ื•ื ื™ ืขื‘ื•ืจ ืžื™ ืฉืžืชืงืฉื” ื‘ืฉื™ื˜ื•ืช ืžืกื•ืจืชื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืชืจื’ื ืื•ืชื•ืช ืžื•ื— ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ืื• ืœื˜ืงืกื˜, ื•ืœืชืช ืงื•ืœ ืœืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื“ื‘ืจ ืื• ืœื”ืงืœื™ื“ ื‘ืงืœื•ืช. ื–ื” ืคื•ืชื— ืืคื™ืงื™ื ื—ื“ืฉื™ื ืœื‘ื™ื˜ื•ื™, ืœื—ื™ื‘ื•ืจ ื•ืœื”ืฉืชืชืคื•ืช ื‘ืฉื™ื—ื•ืช. ื‘ื™ืŸ ืื ืžื“ื•ื‘ืจ ื‘ืชืงืฉื•ืจืช ืขื ื‘ื ื™ ืžืฉืคื—ื” ื•ื—ื‘ืจื™ื ืื• ื‘ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืงื”ื™ืœื•ืช ืžืงื•ื•ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืกืคืงื™ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื—ื™ื•ื ื™ื™ื ืฉืชื•ืžื›ื™ื ื‘ืžืขื•ืจื‘ื•ืช ื—ื‘ืจืชื™ืช ื•ื‘ื‘ื™ื˜ื•ื™ ืื™ืฉื™.

ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื•ืฆืจื•ืช ืžื” ืฉื™ืฉ ื”ืžื›ื ื™ื ืดืžืžืฉืง ืžืฉืชืžืฉ ื‘ืœืชื™ ื ืจืื”ืด, ื•ืžืืคืฉืจื•ืช ืฉืœื™ื˜ื” ื“ื™ืกืงืจื˜ื™ืช ื•ืœืœื ืžืืžืฅ ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื. ื”ื“ื‘ืจ ืžื•ืขื™ืœ ื‘ืžื™ื•ื—ื“ ืœื”ืคืขืœืช ืชื•ืชื‘ื•ืช ืื• ืฆื™ื•ื“ ื™ื™ืขื•ื“ื™ ืื—ืจ, ืฉื‘ื• ืžืžืฉืง ืคื™ื–ื™ ืขืœื•ืœ ืœื”ื™ื•ืช ืžืกื•ืจื‘ืœ. ืžืฉืชืžืฉ ื™ื›ื•ืœ ืœื ื”ืœ ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืœื™ ืฆื•ืจืš ืœื”ืกืชื›ืœ ืขืœ ืžืกืš ืื• ืœื’ืขืช ื‘ื•, ืžื” ืฉื”ื•ืคืš ืืช ื”ื—ื•ื•ื™ื” ืœื—ืœืงื” ื”ืจื‘ื” ื™ื•ืชืจ ื•ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ืชื ื•ืขื•ืช ื”ื™ื•ืžื™ื•ื ืฉืœื•. ื”ืฉืœื™ื˜ื” ื”ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื”ื–ื• ืขื•ื–ืจืช ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœื”ืจื’ื™ืฉ ืคื—ื•ืช ื›ืžื• ื›ืœื™ ื•ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื’ื•ืฃ.

ืžื” ืืคืฉืจ ืœืฉืœื•ื˜ ื‘ื• ื‘ืืžืฆืขื•ืช ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช?

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื”ืจื‘ื” ื™ื•ืชืจ ืžืืฉืจ ืจืง ื”ืื–ื ื” ืœืžื•ื–ื™ืงื”. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืกื•ื’ ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืคื•ืชื— ืขื•ืœื ืฉืœ ืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืžื”ืžื•ื— ืฉืœื›ื ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืืช ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืื—ืจื•ืช. ื”ื™ื™ืฉื•ืžื™ื ื”ื ืจื—ื‘ื™ื ื‘ืฆื•ืจื” ืžื“ื”ื™ืžื”, ื”ื—ืœ ืžื”ื•ืกืคืช ื ื•ื—ื•ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื•ืขื“ ืžืชืŸ ืชืžื™ื›ื” ืžืฉื ื” ื—ื™ื™ื ืœืื ืฉื™ื ืขื ืžื•ื’ื‘ืœื•ื™ื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜ ื‘ืœื™ ืœืงื•ื, ืื• ืžืชืงืฉืจื™ื ืขื ืžืฉื—ืง ื‘ื“ืจืš ื—ื“ืฉื” ื•ืกื•ื—ืคืช ืœื—ืœื•ื˜ื™ืŸ. ื–ื• ืœื ืžื“ืข ื‘ื“ื™ื•ื ื™; ื–ื”ื• ื™ื™ืฉื•ื ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ืฉื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืžืฉื”ื• ืฉืžืจื’ื™ืฉ ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ืฉืœ ืขืฆืžื›ื.

ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ ื™ื•ืชืจ ื‘ื™ื ื™ื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžืงืœื“ื•ืช, ืžืกื›ื™ ืžื’ืข ืื• ืคืงื•ื“ื•ืช ืงื•ืœื™ื•ืช, ืืชื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื›ืฉื™ื˜ืช ืงืœื˜ ื ื•ืกืคืช. ืœื›ืš ื™ืฉ ื”ืฉืœื›ื•ืช ืขืฆื•ืžื•ืช ืขืœ ื ื’ื™ืฉื•ืช, ื‘ื™ื“ื•ืจ, ื•ืืคื™ืœื• ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื ื”ืœื™ื ืืช ื”ืกื‘ื™ื‘ื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื ื•. ืžืฉืœื™ื˜ื” ื‘ื’ืื“ื’'ื˜ื™ื ืฉืœ ื‘ื™ืช ื—ื›ื ื•ืขื“ ืœื”ืคืขืœืช ืžื—ืฉื‘ื™ื ื•ืชืžื™ื›ื” ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื’ื“ื™ืจื•ืช ืžื—ื“ืฉ ืžื” ืืคืฉืจื™ ื‘ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘. ื–ื”ื• ืชื—ื•ื ืฉืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช, ืขื ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ืฉื ื—ืงืจื™ื ื›ืœ ื”ื–ืžืŸ.

ื”ื‘ื™ืช ื”ื—ื›ื ืฉืœืš

ื“ืžื™ื™ื ื• ืฉืืชื ื ื›ื ืกื™ื ืœื—ื“ืจ ื•ื”ืื•ืจื•ืช ื ื“ืœืงื™ื ืจืง ืžื›ื™ื•ื•ืŸ ืฉื”ืชื›ื•ื•ื ืชื ืœื›ืš. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ืฉืชืœื‘ ืขื ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื›ื“ื™ ืœื”ืคื•ืš ื–ืืช ืœืžืฆื™ืื•ืช. ื‘ืืžืฆืขื•ืช ื”ืชืืžืช ื”ืื•ื–ื ื™ื•ืช ืœืจื›ื–ืช ื”ืื•ื˜ื•ืžืฆื™ื” ื”ื‘ื™ืชื™ืช ืฉืœื›ื, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืžื•ื— ืื• ื‘ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ื›ืœ ื“ื‘ืจ, ืžืชืื•ืจื” ื•ืชืจืžื•ืกื˜ื˜ื™ื ื•ืขื“ ืจืžืงื•ืœื™ื ื•ืžืขืจื›ื•ืช ืื‘ื˜ื—ื”. ื›ืš ื ื•ืฆืจ ืกื‘ื™ื‘ื” ื‘ืืžืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืฉืžืฆื™ืขื” ืจืžืช ื ื•ื—ื•ืช ื—ื“ืฉื” ืœื›ื•ืœื ื•ืžืกืคืงืช ืชืžื™ื›ื” ื—ื™ื•ื ื™ืช ืœืื ืฉื™ื ืขื ืžื’ื‘ืœื•ืช ื ื™ื™ื“ื•ืช. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ืžืจื—ื‘ ื”ืžื’ื•ืจื™ื ืฉืœื›ื ืœืžื’ื™ื‘ ื™ื•ืชืจ ื•ื‘ื™ืฆื™ืจืช ืื™ื ื˜ืจืืงืฆื™ื” ื—ืœืงื” ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืกื‘ื™ื‘ื›ื.

ืžื—ืฉื‘ื™ื ื•ืกืžืืจื˜ืคื•ื ื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืื™ืฉื™ื™ื ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘ืขื›ื‘ืจ ืื• ื‘ืžืกืš ืžื’ืข, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืžื—ืฉื‘ื•ืช ื•ื‘ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื ื›ื“ื™ ืœื’ืœื•ืœ ื‘ื“ืฃ ืื™ื ื˜ืจื ื˜, ืœืคืชื•ื— ืืคืœื™ืงืฆื™ื” ืื• ืืคื™ืœื• ืœื”ืงืœื™ื“ ื”ื•ื“ืขื”. ืชืคืขื•ืœ ื–ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื”ื•ื ื”ืชืคืชื—ื•ืช ืžืฉืžืขื•ืชื™ืช, ื‘ืžื™ื•ื—ื“ ื‘ื”ื™ื‘ื˜ ื”ื ื’ื™ืฉื•ืช. ืขื‘ื•ืจ ืžื™ ืฉืžื•ืฆื ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ืžืืชื’ืจื•ืช, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืช ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื™ื ืžืืคืฉืจืช ื—ื™ื‘ื•ืจ ื™ืฉื™ืจ ื•ื–ื•ืจื ื™ื•ืชืจ ืขื ื”ืžื—ืฉื‘ ืื• ื”ืกืžืืจื˜ืคื•ืŸ ืฉืœื›ื, ื•ื”ื•ืคื›ืช ืืช ื–ื” ืœืืคืฉืจื™ ืœืฉืœื•ื˜ ื‘ื“ื‘ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื•ื— ื‘ื“ืจืš ืฉืžืจื’ื™ืฉื” ื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช.

ืžืฉื—ืงื™ื ื•ื‘ื™ื“ื•ืจ

ืขื‘ื•ืจ ื’ื™ื™ืžืจื™ื ื•ื—ื•ื‘ื‘ื™ ื‘ื™ื“ื•ืจ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื” ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ืกื•ื—ืคื•ืช. ื“ืžื™ื™ื ื• ืžืฉื—ืง ืฉื‘ื• ื”ื“ืžื•ืช ืฉืœื›ื ืžื’ื™ื‘ื” ืœืจื™ื›ื•ื– ืื• ืœืžืฆื‘ ื”ืจื’ืฉื™ ืฉืœื›ื, ืื• ืฉื‘ื• ืืคืฉืจ ืœื”ื˜ื™ืœ ืงืกื ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื” ืžื ื˜ืœื™ืช ืคืฉื•ื˜ื”. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืฉืžืฉ ื›ืคืœื˜ืคื•ืจืžื” ืžื”ืคื›ื ื™ืช ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืœื”ืชืขืœื•ืช ืžืขื‘ืจ ืœื‘ืงืจื™ื ืคื™ื–ื™ื™ื ื›ื“ื™ ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ืขืžื•ืง ื™ื•ืชืจ ื‘ื™ืŸ ื”ืฉื—ืงืŸ ืœืžืฉื—ืง. ื”ื™ื ื’ื ืขืฉื•ื™ื” ืœืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ื—ื•ื•ื™ื ืกืจื˜ื™ื ืื• ืžืฆื™ืื•ืช ืžื“ื•ืžื”, ื•ืœืืคืฉืจ ืชื•ื›ืŸ ืฉืžื’ื™ื‘ ื™ืฉื™ืจื•ืช ืœืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื—ื•ื•ื™ื” ืื™ืฉื™ืช ื•ืžืจืชืงืช ื‘ืืžืช.

ืชื•ืชื‘ื•ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช

ืื•ืœื™ ืื—ื“ ื”ื™ื™ืฉื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื‘ืชื—ื•ื ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืงื˜ื™ืขื•ืช, ืžื›ืฉื™ืจื™ื ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื’ืคื™ื™ื ืชื•ืชื‘ื•ืช ืื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื. ื”ื“ื‘ืจ ืžืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืžืกื™ื™ืขื™ื ืฉืœื”ื ื‘ืจืžืช ืฉืœื™ื˜ื” ืฉื‘ืขื‘ืจ ื”ื™ื” ืงืฉื” ืœื”ืฉื™ื’. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช ืœืœื›ื•ื“ ืื•ืชื•ืช ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืคืจ ืžืฉืžืขื•ืชื™ืช ืืช ื”ืขืฆืžืื•ืช ื•ืืช ืื™ื›ื•ืช ื”ื—ื™ื™ื ืฉืœ ืื“ื. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื”ื™ื ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœืฉื™ืงื•ื ืชืคืงื•ื“ ื•ืœืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื—ื•ืคืฉื™ืช ื™ื•ืชืจ ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœืขื•ืžืช ืžืžืฉืงื™ BCI ืื—ืจื™ื

ื›ืืฉืจ ืืชื ืฉื•ืžืขื™ื ืดืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ืด, ืืชื ืื•ืœื™ ืžื“ืžื™ื™ื ื™ื ืงืกื“ื” ืžื•ืจื›ื‘ืช ืขื ืขืฉืจื•ืช ื—ื•ื˜ื™ื, ืžืฉื”ื• ืฉืจื•ืื™ื ืจืง ื‘ืžืขื‘ื“ืช ืžื—ืงืจ. ืืžื ื ื”ืžืขืจื›ื•ืช ื”ืืœื” ืขื•ืฆืžืชื™ื•ืช ืœื”ืคืœื™ื, ืื‘ืœ ื”ืขื•ืœื ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCI) ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ื’ื™ืฉื” ืฉื•ื ื”, ื›ื–ื• ืฉืžืขื“ื™ืคื” ื ื•ื—ื•ืช ื•ื ื’ื™ืฉื•ืช ืœื™ื™ืฉื•ืžื™ื ื™ื•ืžื™ื•ืžื™ื™ื.

ื”ื”ื‘ื“ืœ ื”ืขื™ืงืจื™ ืžืชืžืฆื” ื‘ืคืฉืจื” ื‘ื™ืŸ ืงืœื•ืช ืฉื™ืžื•ืฉ ืœื‘ื™ืŸ ืžื•ืจื›ื‘ื•ืช ื”ื ืชื•ื ื™ื. ืงืกื“ื•ืช EEG ืจื‘-ืขืจื•ืฆื™ื•ืช ืžืกื•ืจืชื™ื•ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ื‘ืจื–ื•ืœื•ืฆื™ื” ื’ื‘ื•ื”ื” ืžื ืงื•ื“ื•ืช ืจื‘ื•ืช ืขืœ ืคื ื™ ื”ืงืจืงืคืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืื™ื“ื™ืืœื™ื•ืช ืœืžื—ืงืจื™ื ืžื“ืขื™ื™ื ืžืคื•ืจื˜ื™ื ื•ืœืคื™ืชื•ื— BCI ืžืชืงื“ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ืœืขื•ืžืช ื–ืืช, ืžืฉืชืžืฉื•ืช ื‘ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื ืฉืžืžื•ืงืžื™ื ื‘ื“ื™ืกืงืจื˜ื™ื•ืช ื‘ืื•ื–ืŸ. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืงืœื•ืช ืžืื•ื“ ืœืฉื™ืžื•ืฉ ืขื‘ื•ืจ ืžืฉื™ืžื•ืช ืžืกื•ื™ืžื•ืช, ื›ืžื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื—ื›ืžื™ื ืื• ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืชื•ื›ื ื”, ื‘ืœื™ ื”ื”ืชืงื ื” ื”ืžื•ืจื›ื‘ืช ืฉืœ ืงืกื“ื” ืžืœืื”.

ื”ื‘ื—ื™ืจื” ื‘ื™ื ื™ื”ืŸ ืื™ื ื” ืฉืืœื” ืฉืœ ืžื” ื˜ื•ื‘ ื™ื•ืชืจ, ืืœื ืฉืœ ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืขื‘ื•ืจ ื—ื•ืงืจ ืฉืฆืจื™ืš ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ืœืžื—ืงืจ, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื›ืœื™ ื”ื ื›ื•ืŸ. ืขื‘ื•ืจ ืžื™ ืฉืจื•ืฆื” ื“ืจืš ืคืฉื•ื˜ื” ื•ืœื ืคื•ืœืฉื ื™ืช ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืืคืฉืจื•ืช ื ื”ื“ืจืช. ื”ืŸ ืคื•ืชื—ื•ืช ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ, ื•ืžืขื‘ื™ืจื•ืช ืื•ืชื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•.

ื ื’ื™ืฉื•ืช ื•ืงืœื•ืช ืฉื™ืžื•ืฉ

ืื—ื“ ื”ื™ืชืจื•ื ื•ืช ื”ื’ื“ื•ืœื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื›ืžื” ืงืœ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ. ื”ืžื‘ื ื” ื”ืžื•ื›ืจ ื•ื”ื“ื™ืกืงืจื˜ื™ ืฉืœื”ืŸ ื”ื•ืคืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืคื—ื•ืช ืžืื™ื™ืžืช ื•ื™ื•ืชืจ ื ื’ื™ืฉื” ืœื›ื•ืœื. ืคืฉื•ื˜ ืžื ื™ื—ื™ื ืื•ืชืŸ ื‘ืื•ื–ื ื™ื™ื ื›ืžื• ื›ืœ ืื•ื–ื ื™ื•ืช ืื—ืจื•ืช. ื”ืคืฉื˜ื•ืช ื”ื–ื• ื—ืฉื•ื‘ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืืชื’ืจื™ ื ื™ื™ื“ื•ืช ืื—ืจื™ื, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืื• ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื”ืŸ ื™ื›ื•ืœื•ืช ืœืชืจื’ื ืืช ื›ื•ื•ื ืช ื”ืžืฉืชืžืฉ ืœืคืงื•ื“ื”, ื•ืœืขื–ื•ืจ ืœื• ืœืฉืœื•ื˜ ื‘ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื, ืžื—ืฉื‘ื™ื ื•ืžื›ืฉื™ืจื™ื ื—ื™ื•ื ื™ื™ื ืื—ืจื™ื.

ื ื™ื™ื“ื•ืช ื•ืขืœื•ืช

ื‘ื”ืฉื•ื•ืื” ืœืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื ื™ื™ื“ื•ืช ืœื”ืคืœื™ื. ืืคืฉืจ ืคืฉื•ื˜ ืœื”ื›ื ื™ืก ืื•ืชืŸ ืœื›ื™ืก ื•ืœืงื—ืช ืื•ืชืŸ ืœื›ืœ ืžืงื•ื, ืžื” ืฉื”ื•ืคืš ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ื“ืจื›ื™ื ืœืืคืฉืจื™. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ื™ื™ืฉื•ืžื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™ ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช. ื‘ื“ืจืš ื›ืœืœ, ืžื›ืฉื™ืจื™ื ืขื ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื, ื›ืžื• MN8 ืฉืœื ื•, ื ื•ื˜ื™ื ืœื”ื™ื•ืช ื–ื•ืœื™ื ื™ื•ืชืจ ืžืžืขืจื›ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ื ืงื•ื“ืช ืžื—ื™ืจ ื ืžื•ื›ื” ื™ื•ืชืจ ื–ื• ื”ื•ืคื›ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœื™ื•ืชืจ ืื ืฉื™ื, ืžืžืคืชื—ื™ื ืฉืžืชื ืกื™ื ื‘ืจืขื™ื•ืŸ ื—ื“ืฉ ื•ืขื“ ืื ืฉื™ื ืฉืžื—ืคืฉื™ื ื›ืœื™ื ืžืกื™ื™ืขื™ื ื—ื“ืฉื™ื.

ื–ืžืŸ ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœ ื”ื”ืชืงื ื”

ื”ืชื—ืœืช ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื™ื ืžื”ื™ืจื” ื•ืคืฉื•ื˜ื”. ืื™ืŸ ื—ื•ื˜ื™ื ืžืกื•ื‘ื›ื™ื ืœื—ื‘ืจ ืื• ื—ื™ื™ืฉื ื™ื ืœื›ื•ื•ื ืŸ. ื—ื•ื•ื™ื™ืช ืดื”ื›ื ืก ื•ื”ืคืขืœืด ื”ื–ื• ืขื•ืžื“ืช ื‘ื ื™ื’ื•ื“ ื—ื“ ืœื”ืชืงื ื” ื”ื ื“ืจืฉืช ืขื‘ื•ืจ ืงืกื“ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ืœื“ื•ื’ืžื”, ืžื›ืฉื™ืจื™ื ื‘ืจืžืช ืžื—ืงืจ ื›ืžื• Flex ืฉืœื ื• ื“ื•ืจืฉื™ื ืžื™ืงื•ื ืžื“ื•ื™ืง ืฉืœ ื›ืœ ื—ื™ื™ืฉืŸ ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื—ื™ื‘ื•ืจ ืื™ื›ื•ืชื™. ืืžื ื ื”ื“ื™ื•ืง ื”ื–ื” ื ื—ื•ืฅ ืขื‘ื•ืจ ืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜, ืื‘ืœ ื”ื•ื ืœื ืžืขืฉื™ ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื‘ื˜ืœื•ืช ืืช ื”ืžื•ืจื›ื‘ื•ืช ื”ื–ื•, ื•ืžืืคืฉืจื•ืช ืœื›ื ืœื”ืชื—ื‘ืจ ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื ื•ืœื”ืชื—ื™ืœ ืœืชืช ืคืงื•ื“ื•ืช ื‘ืชื•ืš ื“ืงื•ืช.

ืื™ื›ื•ืช ื•ืืžื™ื ื•ืช ื”ืื•ืช

ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-BCI ื”ื ื›ื•ื ื” ืชืžื™ื“ ืชืœื•ื™ื” ื‘ืžืฉื™ืžื” ื”ืขื•ืžื“ืช ืœืคื ื™ื›ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื•ื™ื ื•ืช ื‘ื–ื™ื”ื•ื™ ืื•ืชื•ืช ื‘ืจื•ืจื™ื ื•ืกืคืฆื™ืคื™ื™ื, ื›ืžื• ื“ืคื•ืกื™ ื’ืœื™ ืžื•ื— ื—ื–ืงื™ื ื”ืงืฉื•ืจื™ื ืœืจื™ื›ื•ื– ืื• ืœื”ืจืคื™ื”, ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืžื•ืฉืœืžื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉืžืชื‘ืกืกื™ื ืขืœ ื›ืžื” ืคืงื•ื“ื•ืช ืคืฉื•ื˜ื•ืช. ืขื ื–ืืช, ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ื ืฉื“ื•ืจืฉื™ื ืžื‘ื˜ ืžืงื™ืฃ ื™ื•ืชืจ ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื™ื•ืชืจ. ืžื›ืฉื™ืจื™ื ืขื ื™ื•ืชืจ ื—ื™ื™ืฉื ื™ื ืœื•ื›ื“ื™ื ื ืชื•ื ื™ื ืžืื–ื•ืจื™ื ืžืจื•ื‘ื™ื ืฉืœ ื”ืžื•ื— ื‘ื•-ื–ืžื ื™ืช, ื•ืžืกืคืงื™ื ืžืขืจืš ื ืชื•ื ื™ื ืขืฉื™ืจ ื•ืžืคื•ืจื˜ ื™ื•ืชืจ ืœื ื™ืชื•ื— ืžื•ืจื›ื‘ ื‘ืชื—ื•ืžื™ื ื›ืžื• ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืื• ืžื—ืงืจื™ ื‘ื™ืฆื•ืขื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืžืชืงื“ืžื™ื.

ื•ืžื” ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”?

ื›ื›ืœ ืฉืื ื• ื—ื•ืงืจื™ื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืฉืžืงื™ื™ืžื•ืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื ื•, ื˜ื‘ืขื™ ืœื—ืœื•ื˜ื™ืŸ ืฉื™ื”ื™ื• ืฉืืœื•ืช ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”. ื‘ื›ื ื•ืช, ื–ื”ื• ืฉื™ื— ืฉืื ื—ื ื• ืฆืจื™ื›ื™ื ืœื ื”ืœ. ื›ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจ ื›ืžื• ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ื“ืื™ ืฉืชืจื’ื™ืฉื• ื‘ื˜ื•ื—ื™ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื•ืฉืืชื ื‘ืฉืœื™ื˜ื”. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ืžืคืจื˜ ื˜ื›ื ื™; ื–ื” ืขื ื™ื™ืŸ ืฉืœ ื‘ื ื™ื™ืช ืืžื•ืŸ ื•ื›ื™ื‘ื•ื“ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื. ื‘-Emotiv, ืื ื—ื ื• ื ื™ื’ืฉื™ื ืœืื—ืจื™ื•ืช ื”ื–ื• ื‘ืจืฆื™ื ื•ืช ื”ืจืื•ื™ื” ืœื”, ื•ืžืชืžืงื“ื™ื ื‘ืืจื‘ืขื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื’ื ื” ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื, ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื, ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ื‘ืจื•ืจื” ืฉืœ ื”ืžืฉืชืžืฉ, ื•ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืชืื™ืžื•ืช.

ื”ื“ื™ื•ืŸ ืกื‘ื™ื‘ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื•ื ืชื•ื ื™ื ืžืชืคืชื— ื‘ืžื”ื™ืจื•ืช, ื•ื—ืฉื•ื‘ ืœื ื• ืฉื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื™ืจื’ื™ืฉื• ืฉื”ื ืžืงื‘ืœื™ื ืžื™ื“ืข ื•ืžื•ืขืฆืžื™ื. ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ื”ื ืื™ืฉื™ื™ื, ื•ื”ืžื—ื•ื™ื‘ื•ืช ืฉืœื ื• ื”ื™ื ืœื”ืชื™ื™ื—ืก ืืœื™ื”ื ื›ืš. ืื ื—ื ื• ืžืืžื™ื ื™ื ืฉื›ื•ื—ื• ืฉืœ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื’ืŸ ืขืœ ื”ืื ืฉื™ื ืฉืžืฉืชืžืฉื™ื ื‘ื”. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืœืชื›ื ืŸ ืืช ื”ื—ื•ืžืจื” ื•ื”ืชื•ื›ื ื” ืฉืœื ื•, ื›ืžื• Emotiv App, ื›ืš ืฉื”ืคืจื˜ื™ื•ืช ืชื”ื™ื” ื‘ืžืจื›ื–, ื•ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื˜ืคืœื™ื ื‘ื ืชื•ื ื™ื ืฉืœื›ื ื‘ื›ืœ ืฉืœื‘. ื–ื• ืœื ืžื—ืฉื‘ื” ื‘ื“ื™ืขื‘ื“; ื–ื”ื• ื—ืœืง ื™ืกื•ื“ื™ ืžื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืคื•ืขืœื™ื.

ื”ื’ื ื” ืขืœ ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช

ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช ื”ื™ื ื”ืจืขื™ื•ืŸ ืฉืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ื›ืช ืœื›ื. ื–ื”ื• ื–ื›ื•ืช ื™ืกื•ื“ ื‘ืขื™ื“ืŸ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”. ื”ืžื•ืฉื’ ื”ื–ื” ืฆื•ื‘ืจ ืชืื•ืฆื” ืขื“ ื›ื“ื™ ื›ืš ืฉื—ืœืง ืžื”ืžื“ื™ื ื•ืช ื™ื•ืฆืจื•ืช ื—ื•ืงื™ื ื—ื“ืฉื™ื ื›ื“ื™ ืœื”ื’ืŸ ืขืœ ืžื” ืฉื”ืŸ ืžื›ื ื•ืช ืดื ื•ื™ืจื•-ื–ื›ื•ื™ื•ืชืด, ื•ื‘ื›ืš ืงื•ื‘ืขื•ืช ืžืกื’ืจืช ืžืฉืคื˜ื™ืช ืœืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช. ื—ืฉื•ื‘ ืœื”ื‘ื”ื™ืจ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชื•ื›ื ื ื•ืช ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžื–ื”ื•ืช ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื— ืฉืืชื ืžื™ื™ืฆืจื™ื ื‘ืžื›ื•ื•ืŸ ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ. ืื ื• ืžื—ื•ื™ื‘ื™ื ืœืฉืžื•ืจ ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื ื‘ืืžืฆืขื•ืช ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ืชืฉืžืฉ ื›ื›ืœื™ ืฉืืชื ืžืคืขื™ืœื™ื, ื•ืœื ื›ื—ืœื•ืŸ ืืœ ืชื•ืš ื”ืžื•ื— ืฉืœื›ื.

ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื

ืื ื• ืžืชื™ื™ื—ืกื™ื ืœื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื‘ืจืžืช ื”ื–ื”ื™ืจื•ืช ื”ื’ื‘ื•ื”ื” ื‘ื™ื•ืชืจ, ื•ืžื˜ืคืœื™ื ื‘ื”ื ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื›ืžื™ื“ืข ืื™ืฉื™ ืจื’ื™ืฉ. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื‘ื”ืฆืคื ื” ื—ื–ืงื” ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืฉื•ื“ืจื™ื ืžื”ืื•ื–ื ื™ื•ืช ื•ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืื•ื—ืกื ื™ื. ืคืจื•ื˜ื•ืงื•ืœื™ ื”ืื‘ื˜ื—ื” ืฉืœื ื• ื ื•ืขื“ื• ืœืžื ื•ืข ื’ื™ืฉื” ื‘ืœืชื™ ืžื•ืจืฉื™ืช ื•ืœืชืช ืœื›ื ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ืฉืœื›ื. ื‘ื”ืชืื ืœื”ื ื—ื™ื•ืช ืฉืœ ืžื•ืžื—ื™ ืคืจื˜ื™ื•ืช, ืื ื• ืžื™ื™ืฉืžื™ื ืกื˜ื ื“ืจื˜ื™ื ืžื—ืžื™ืจื™ื ืฉืœ ื”ืกื›ืžื”, ืžื’ื‘ืœื•ืช ืฉืžื™ืจืช ื ืชื•ื ื™ื ื•ื›ืœืœื™ ืฉื™ืชื•ืฃ. ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืขืœ ืžื™ ืจืฉืื™ ืœืจืื•ืช ืืช ื”ื ืชื•ื ื™ื ืฉืœื›ื ื•ืœืžืฉืš ื›ืžื” ื–ืžืŸ. ื”ืžื˜ืจื” ืฉืœื ื• ื”ื™ื ืœืกืคืง ืกื‘ื™ื‘ื” ืžืื•ื‘ื˜ื—ืช, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื—ืงื•ืจ ืืช ื”ืืคืฉืจื•ื™ื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืจืืฉ ืฉืงื˜.

ื”ื‘ื ืช ื”ืกื›ืžืช ื”ืžืฉืชืžืฉ ื•ืฉืงื™ืคื•ืช

ืืžื•ืŸ ื ื‘ื ื” ืขืœ ืฉืงื™ืคื•ืช. ื™ืฉ ืœื›ื ื–ื›ื•ืช ืœื“ืขืช ื‘ื“ื™ื•ืง ืื™ืœื• ื ืชื•ื ื™ื ื ืืกืคื™ื ื•ืื™ืš ื”ื ื™ืฉืžืฉื•. ื—ื•ืกืจ ืฉืงื™ืคื•ืช ืขืœื•ืœ ืœืขืจืขืจ ืืช ืืžื•ืŸ ื”ืžืฉืชืžืฉ, ื•ืœื›ืŸ ืื ื• ืฉืžื™ื ื“ื’ืฉ ืขืœ ืชืงืฉื•ืจืช ื‘ืจื•ืจื” ื•ื™ืฉื™ืจื”. ืœืคื ื™ ืฉืชืฉืชืžืฉื• ื‘ืžื•ืฆืจื™ื ืฉืœื ื•, ืื ื• ืžืกืคืงื™ื ืžื™ื“ืข ืฉืงืœ ืœื”ื‘ื™ืŸ ืขืœ ื ื•ื”ืœื™ ื”ื ืชื•ื ื™ื ืฉืœื ื•. ืชืžื™ื“ ื ื‘ืงืฉ ืืช ื”ืกื›ืžืชื›ื ื”ืžืคื•ืจืฉืช ืœืคื ื™ ืฉื ืฉืชืžืฉ ื‘ื ืชื•ื ื™ื ืฉืœื›ื ืœื›ืœ ื“ื‘ืจ ืžืขื‘ืจ ืœืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ื”ืœื™ื‘ื” ืฉืœ ื”ืžื›ืฉื™ืจ, ืœืžืฉืœ ืœืžื˜ืจื•ืช ืžื—ืงืจ. ืžื“ื™ื ื™ื•ืช ื”ืคืจื˜ื™ื•ืช ืฉืœื ื• ื ื›ืชื‘ืช ื›ื“ื™ ืฉืชื”ื™ื” ืžื•ื‘ื ืช, ืœื ืžื‘ืœื‘ืœืช, ื›ื™ ืœืขื•ืœื ืœื ืืžื•ืจื” ืœื”ื™ื•ืช ืœื›ื ืกื™ื‘ื” ืœื ื—ืฉ ื›ื™ืฆื“ ืžื˜ืคืœื™ื ื‘ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื.

ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ ืชืื™ืžื•ืช

ื”ื ื•ืฃ ื”ืžืฉืคื˜ื™ ื•ื”ืืชื™ ืฉืœ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืคืชื— ื›ืœ ื”ื–ืžืŸ, ื•ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื™ื•ืช ืžื•ื‘ื™ืœื™ื ืื—ืจืื™ื™ื ื‘ืชื—ื•ื. ืื ื• ืขื•ืงื‘ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ืื—ืจ ืฉื™ื—ื•ืช ื’ืœื•ื‘ืœื™ื•ืช ื•ืžืงืคื™ื“ื™ื ืขืœ ืชืงื ื•ืช ื”ื’ื ืช ืžื™ื“ืข ืžื‘ื•ืกืกื•ืช ื›ืžื• GDPR. ืืจื’ื•ื ื™ื ื›ืžื• UNESCO ืžืคืชื—ื™ื ืžืกื’ืจืช ืืชื™ืช ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืื ื• ืจื•ืื™ื ื‘ื”ื ื—ื™ื•ืช ื”ืœืœื• ื—ื™ื•ื ื™ื•ืช ืœื”ื‘ื˜ื—ืช ื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ื‘ืืžืฆืขื•ืช ืžืขื•ืจื‘ื•ืช ืžืชืžืฉื›ืช ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ืืœื”, ื ื•ื›ืœ ืœื”ื‘ื˜ื™ื— ืฉื”ืคืจืงื˜ื™ืงื•ืช ืฉืœื ื• ืœื ืจืง ืขื•ืžื“ื•ืช ื‘ื“ืจื™ืฉื•ืช ื”ื—ื•ืงื™ื•ืช ื”ื ื•ื›ื—ื™ื•ืช, ืืœื ื’ื ืชื•ืืžื•ืช ืืช ื”ืขืงืจื•ื ื•ืช ื”ืืชื™ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืœื˜ื•ื‘ืช ื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื•ื”ื—ื‘ืจื”.

ืืชื’ืจื™ื ืืคืฉืจื™ื™ื ืœืžืฉืชืžืฉื™ื

ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืžื’ื™ืขื” ืขื ืขืงื•ืžืช ืœืžื™ื“ื”, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ื™ื•ืฆืื•ืช ืžืŸ ื”ื›ืœืœ. ืืฃ ืฉื”ืŸ ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ื›ื“ืื™ ืœืงื‘ืœ ืชืžื•ื ื” ืžืฆื™ืื•ืชื™ืช ืฉืœ ืžื” ืœืฆืคื•ืช ื›ืฉืžืชื—ื™ืœื™ื. ื—ืฉื™ื‘ื” ืขืœ ื”ืžื›ืฉื•ืœื™ื ื”ืคื•ื˜ื ืฆื™ืืœื™ื™ื ื”ืืœื” ืื™ื ื” ื ื•ืขื“ื” ืœื”ืจืชื™ืข ืืชื›ื; ื”ื™ื ื ื•ืขื“ื” ืœื”ื›ื™ืŸ ืืชื›ื, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื”ืคื™ืง ืืช ื”ืžืจื‘ ืžื”ื—ื•ื•ื™ื”. ื”ื—ืœ ืžื›ื•ื•ื ื•ืŸ ืžื“ื•ื™ืง ืฉืœ ื”ืฉืœื™ื˜ื” ื•ืขื“ ืœื”ื‘ื ืช ื”ื”ืฉืงืขื”, ื™ืฉ ื›ืžื” ื’ื•ืจืžื™ื ืฉื›ื“ืื™ ืœืฉืงื•ืœ. ืžื•ื“ืขื•ืช ืœื”ื™ื‘ื˜ื™ื ื”ืืœื” ืžื”ื”ืชื—ืœื” ืชืขื–ื•ืจ ืœื›ื ืœื”ืกืชื’ืœ ื‘ืฆื•ืจื” ื—ืœืงื” ื™ื•ืชืจ ื•ืœื”ืขืจื™ืš ื‘ืžืœื•ืื” ื›ื™ืฆื“ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœื”ืฉืชืœื‘ ื‘ื—ื™ื™ื›ื. ื–ื” ื—ืœืง ืžื”ืžืกืข ื›ืฉืืชื ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ืฉืœ ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื.

ื“ื™ื•ืง ื•ืืžื™ื ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ืื•ืชื•ืช ื”ืžื•ื— ื•ื”ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžืื—ืจ ืฉื”ืคื™ื–ื™ื•ืœื•ื’ื™ื” ืฉืœ ื›ืœ ืื—ื“ ืฉื•ื ื” ืžืขื˜, ื™ื™ืชื›ืŸ ืฉืชื‘ื—ื™ื ื• ื‘ืชื—ื™ืœื” ื‘ืฉื•ื ื•ืช ืžืกื•ื™ืžืช ื‘ื“ื™ื•ืง ืฉื‘ื• ื”ืžื›ืฉื™ืจ ืžืคืจืฉ ืืช ื”ืคืขื•ืœื•ืช ืฉืœื›ื. ืœื•ืงื— ื–ืžืŸ ืœื›ื ื•ืœืžื›ืฉื™ืจ ืœื”ืกืชื ื›ืจืŸ. ื—ืฉื‘ื• ืขืœ ื–ื” ืคื—ื•ืช ื›ื›ืœื™ ืฉืืชื ืคืฉื•ื˜ ืžืฉืชืžืฉื™ื ื‘ื• ื•ื™ื•ืชืจ ื›ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืืชื ื‘ื•ื ื™ื ืื™ืชื• ืฉื•ืชืคื•ืช. ืฉื™ืžื•ืฉ ืขืงื‘ื™ ืขื•ื–ืจ ืœืžืขืจื›ืช ืœืœืžื•ื“ ืืช ื”ื“ืคื•ืกื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื, ื•ืžื•ื‘ื™ืœ ืขื ื”ื–ืžืŸ ืœืฉืœื™ื˜ื” ืืžื™ื ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ.

ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื—, ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื“ืื’ื” ืžืจื›ื–ื™ืช. ื”ื—ื“ืฉื•ืช ื”ื˜ื•ื‘ื•ืช ื”ืŸ ืฉืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ืคื•ืœืฉื ื™ืช. ื‘ื ื™ื’ื•ื“ ืœื”ืฉืชืœื•ืช ืžื•ื—ื™ื•ืช ืฉื“ื•ืจืฉื•ืช ื ื™ืชื•ื—, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืคืฉื•ื˜ ื ื—ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืขืœื™ื”, ื‘ื“ื•ืžื” ืœืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ืžืกื™ืจ ืืช ืกื™ื›ื•ื ื™ ื”ื‘ืจื™ืื•ืช ื”ื›ืจื•ื›ื™ื ื‘ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื. ืžื•ืฆืจื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืชื•ื›ื ื ื™ื ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืžืฆื™ืขื™ื ื“ืจืš ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื” ืœื›ืœ ืื—ื“ ืœืขื‘ื•ื“ ืขื ื ืชื•ื ื™ EEG ื‘ืœื™ ืฆื•ืจืš ื‘ื”ืœื™ืš ืจืคื•ืื™ ืื• ื‘ืžื—ื•ื™ื‘ื•ืช ื’ื“ื•ืœื”.

ืชืงื•ืคืช ื”ืœืžื™ื“ื” ื•ื”ื”ืกืชื’ืœื•ืช

ื‘ื“ื™ื•ืง ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ื‘ืœื™ ืœื”ืกืชื›ืœ ืขืœ ื”ืžืงืฉื™ื, ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื“ื•ืจืฉ ืžืขื˜ ืชืจื’ื•ืœ ืขื“ ืฉื–ื” ืžืจื’ื™ืฉ ื˜ื‘ืขื™. ื‘ืชื—ื™ืœื”, ืกื‘ื™ืจ ืฉืชืฆื˜ืจื›ื• ืœื”ืชืจื›ื– ื‘ืžื›ื•ื•ืŸ ื‘ืžื—ื•ื•ื” ื”ื–ืขื™ืจื” ืื• ื‘ืคืงื•ื“ื” ื”ืžื ื˜ืœื™ืช ื”ืกืคืฆื™ืคื™ืช ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื”, ื›ืžื• ื“ื™ืœื•ื’ ืขืœ ืฉื™ืจ ืื• ืขืžืขื•ื ื”ืื•ืจื•ืช. ื–ื”ื• ืชื”ืœื™ืš ืฉืœ ื‘ื ื™ื™ืช ืžืกืœื•ืœื™ื ืขืฆื‘ื™ื™ื ื—ื“ืฉื™ื, ื‘ื–ืžืŸ ืฉื”ืžื•ื— ืฉืœื›ื ืœื•ืžื“ ืœืชืงืฉืจ ืขื ื”ืžื›ืฉื™ืจ. ื”ื™ื• ืกื‘ืœื ื™ื™ื ืขื ืขืฆืžื›ื ื‘ืฉืœื‘ ื”ื–ื”. ืขื ืงืฆืช ื–ืžืŸ ื•ืชืจื’ื•ืœ ืขืงื‘ื™, ื”ืคืขื•ืœื•ืช ื”ื—ื“ืฉื•ืช ื”ืืœื” ื™ืชื—ื™ืœื• ืœื”ืจื’ื™ืฉ ื›ืžื• ื˜ื‘ืข ืฉื ื™.

ืขืœื•ืช ื•ื–ืžื™ื ื•ืช ื›ืœืœื™ืช

ื›ืžื• ื‘ืจื•ื‘ ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืžืชืงื“ืžื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจืืฉื•ื ื•ืช ื‘ืฉื•ืง ืขืฉื•ื™ื•ืช ืœื”ื™ื•ืช ื”ืฉืงืขื” ืžืฉืžืขื•ืชื™ืช. ื”ืžื—ื™ืจ ืžืฉืงืฃ ืืช ืฉื ื•ืช ื”ืžื—ืงืจ, ื”ื—ื™ื™ืฉื ื™ื ื”ืžืชืงื“ืžื™ื ื•ื”ืชื•ื›ื ื” ื”ืžื•ืจื›ื‘ืช ื”ื ื“ืจืฉื™ื ื›ื“ื™ ืœื’ืจื•ื ืœื”ืŸ ืœืคืขื•ืœ. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ืขืœื•ืช ืฉืœ ืœื”ื™ื•ืช ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ื™ื›ื•ืœื” ืœื”ื™ื•ืช ื—ืกื ืืžื™ืชื™. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ ื•ืชื”ืคื•ืš ืœื ืคื•ืฆื” ื™ื•ืชืจ, ื”ืžื—ื™ืจื™ื ื›ื›ืœ ื”ื ืจืื” ื™ื”ืคื›ื• ื ื’ื™ืฉื™ื ื™ื•ืชืจ. ื‘ื™ื ืชื™ื™ื, ื—ืฉื•ื‘ ืœืฉืงื•ืœ ืืช ื”ืขืœื•ืช ืžื•ืœ ื”ืชื•ืขืœืช ืœืฆืจื›ื™ื ื”ืกืคืฆื™ืคื™ื™ื ืฉืœื›ื ื•ืœื—ืงื•ืจ ืืช ืงืกื“ื•ืช ื”-EEG ื”ืฉื•ื ื•ืช ื”ื–ืžื™ื ื•ืช ื›ื“ื™ ืœืžืฆื•ื ืืคืฉืจื•ืช ืฉืชื•ืืžืช ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื.

ื›ื™ืฆื“ ืœื‘ื—ื•ืจ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช

ืžืฆื™ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช ืžืจื’ื™ืฉื” ืงืฆืช ื›ืžื• ืœืžืฆื•ื ืืช ื–ื•ื’ ื ืขืœื™ ื”ืจื™ืฆื” ื”ืžื•ืฉืœื. ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ ื‘ืืžืช ืชืœื•ื™ื” ื‘ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืขืฉื•ืช ืื™ืชืŸ. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืช ื”ื“ื‘ืจ ื”ื’ื“ื•ืœ ื”ื‘ื ื‘-BCI, ื—ื•ืงืจื™ื ืฉืื•ืกืคื™ื ื ืชื•ื ื™ื, ืื• ืฉืืชื ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื—ืงื•ืจ ืืช ื“ืคื•ืกื™ ื”ืงื•ื’ื ื™ืฆื™ื” ืฉืœื›ื, ืžื›ืฉื™ืจื™ื ืฉื•ื ื™ื ื ื‘ื ื• ืœืžื˜ืจื•ืช ืฉื•ื ื•ืช. ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช, ืชืจืฆื• ืœื‘ื—ื•ืŸ ื›ืžื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื—ื•ืžืจื” ืขืฆืžื”, ื”ืชื•ื›ื ื” ืฉืขืœื™ื” ื”ื™ื ืคื•ืขืœืช, ืขื“ ื›ืžื” ื”ืชื›ื•ื ื•ืช ืฉืœื” ืžืชืื™ืžื•ืช ืœืฆืจื›ื™ื ืฉืœื›ื, ื•ื›ืžื•ื‘ืŸ, ื”ืžื—ื™ืจ. ื—ืฉื™ื‘ื” ืขืœ ื”ื ืงื•ื“ื•ืช ื”ืืœื” ืชืขื–ื•ืจ ืœื›ื ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืœื ืจืง ื™ืชืื™ื ืœืื•ื–ื ื™ื™ื ืฉืœื›ื, ืืœื ื’ื ื™ืฉืชืœื‘ ืขื ื”ืฉืื™ืคื•ืช ืฉืœื›ื.

ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”

ืงื•ื“ื ื›ื•ืœ, ื‘ื•ืื• ื ื“ื‘ืจ ืขืœ ื”ืžื›ืฉื™ืจ ื”ืคื™ื–ื™. ืืชื ืขืชื™ื“ื™ื ืœืขื ื•ื“ ืื•ืชื•, ื•ืœื›ืŸ ื ื•ื—ื•ืช ื”ื™ื ื”ืžืคืชื—. ื—ืคืฉื• ืื•ื–ื ื™ื•ืช ืงืœื•ืช ืžืฉืงืœ ืฉืžื’ื™ืขื•ืช ืขื ื’ื“ืœื™ ืงืฆื•ื•ืช ืฉื•ื ื™ื ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื”ืชืืžื” ืฆืžื•ื“ื” ื•ื‘ื˜ื•ื—ื”. ื—ื™ื™ ื”ืกื•ืœืœื” ื”ื ื’ื•ืจื ื—ืฉื•ื‘ ื ื•ืกืฃ, ื‘ืžื™ื•ื—ื“ ืื ืืชื ืžืชื›ื ื ื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ืžืขื‘ืจ ืœื‘ืกื™ืก, ืฉื™ืžื• ืœื‘ ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ื—ื™ื™ืฉื ื™ื. ื—ืœืง ืžื”ืื•ื–ื ื™ื•ืช ื ื•ืขื“ื• ืœื–ื”ื•ืช ืœื ืจืง ืื•ืชื•ืช ืžื•ื— (EEG), ืืœื ื’ื ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืขื“ื™ื ื•ืช ื•ืžื—ื•ื•ืช ืคื ื™ื. ื’ื™ืฉื” ืจื‘-ืžื•ื“ืืœื™ืช ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™ ื•ืœื—ืงืจ ื“ืคื•ืกื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื, ืžื›ืฉื™ืจ ื™ืขื™ืœ ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืฆื™ืข ืื™ื–ื•ืŸ ืžืฆื•ื™ืŸ ื‘ื™ืŸ ื ื•ื—ื•ืช ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืขื•ืฆืžืชื™ืช ื‘ืžื‘ื ื” ื“ื™ืกืงืจื˜ื™.

ื‘ื“ืงื• ืชืื™ืžื•ืช ืชื•ื›ื ื”

ื”ื—ื•ืžืจื” ื”ืžืจืฉื™ืžื” ื‘ื™ื•ืชืจ ื˜ื•ื‘ื” ืจืง ื›ืžื• ื”ืชื•ื›ื ื” ืฉืžืคืขื™ืœื” ืื•ืชื”. ืœืคื ื™ ืฉืืชื ืžืชื—ื™ื™ื‘ื™ื, ื‘ื“ืงื• ืื™ืœื• ื™ื™ืฉื•ืžื™ื ื•ืคืœื˜ืคื•ืจืžื•ืช ื”ืื•ื–ื ื™ื•ืช ืชื•ืžื›ื•ืช. ื”ืื ื”ื™ืฆืจืŸ ืžืกืคืง ืืคืœื™ืงืฆื™ื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ืœืฆืคื™ื™ื” ื‘ื ืชื•ื ื™ื ืฉืœื›ื? ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ืื ื–ืžื™ืŸ SDK ืื• API ื—ื–ืง? ืชืจืฆื• ืœื•ื•ื“ื ืฉื”ืชื•ื›ื ื” ืชื•ืืžืช ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื, ื‘ื™ืŸ ืื ืืชื ืžืฉืชืžืฉื™ื ื‘-PC, ื‘-Mac ืื• ื‘ืกืžืืจื˜ืคื•ืŸ. ื—ืœืง ืžื”ืžืขืจื›ื•ืช ืžืชื•ื›ื ื ื•ืช ื›ืืงื•ืกื™ืกื˜ืžื•ืช ืกื’ื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ ืฉืœื™ื˜ื” ืžืกื•ื™ืžื™ื, ื‘ืขื•ื“ ืื—ืจื•ืช ืžืฆื™ืขื•ืช ื™ื•ืชืจ ื’ืžื™ืฉื•ืช. ืœื“ื•ื’ืžื”, Emotiv App ืžืขื ื™ืงื” ืœื›ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช, ื‘ืขื•ื“ ืฉืชื•ื›ื ืช EmotivPRO ืฉืœื ื• ื‘ื ื•ื™ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง, ื•ืžืจืื” ื›ื™ืฆื“ ืžื›ืฉื™ืจ ืื—ื“ ื™ื›ื•ืœ ืœืฉืจืช ืฆืจื›ื™ื ืฉื•ื ื™ื ื‘ืืžืฆืขื•ืช ืชื•ื›ื ื•ืช ืฉื•ื ื•ืช.

ื”ืชืื™ืžื• ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืฆืจื›ื™ื ืฉืœื›ื

ื—ืฉื‘ื• ื”ื™ื˜ื‘ ืขืœ ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื›ื ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”'ืœืžื”' ืฉืœื›ื ื™ื›ื•ื•ืŸ ืืชื›ื ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื ื›ื•ื ื”. ืื ื”ืขื ื™ื™ืŸ ืฉืœื›ื ื”ื•ื ื‘ืคื™ืชื•ื— ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืื• ื‘ืžื—ืงืจ ืืงื“ืžื™, ืชื–ื“ืงืงื• ืœืžื›ืฉื™ืจ ืฉืžืกืคืง ื’ื™ืฉื” ืœื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืžืืคืฉืจ ื ื™ืชื•ื— ืžืคื•ืจื˜. ืžืฆื“ ืฉื ื™, ืื ืืชื ืžืชืžืงื“ื™ื ื‘ื ื’ื™ืฉื•ืช ื•ื‘ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ื™ื™ืชื›ืŸ ืฉืชืขื“ื™ืคื• ืžืขืจื›ืช ืฉืžืฆื˜ื™ื™ื ืช ื‘ืชืจื’ื•ื ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžื™ืฉื”ื• ืฉื‘ื•ื—ืŸ ืจื•ื•ื—ื” ืื™ืฉื™ืช ืขืฉื•ื™ ืœื—ืคืฉ ืืคืœื™ืงืฆื™ื” ืฉืžืฆื™ื’ื” ืจื™ื›ื•ื– ืื• ื”ืจืคื™ื” ื‘ื–ืžืŸ ืืžืช. ื”ื™ื• ื›ื ื™ื ืœื’ื‘ื™ ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ื™ ื–ื” ื™ืขื–ื•ืจ ืœื›ื ืœืกื ืŸ ืืช ื”ืชื›ื•ื ื•ืช ืฉืืชื ืœื ืฆืจื™ื›ื™ื ื•ืœื”ืชืžืงื“ ื‘ืืœื” ืฉื›ืŸ.

ืึดื–ื ื• ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื ืขื ื”ืชื›ื•ื ื•ืช ื”ืขื™ืงืจื™ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื”ืฉืงืขื”, ืขื ืžื—ื™ืจื™ื ืฉื ืขื™ื ืžื›ืžื” ืžืื•ืช ื“ื•ืœืจื™ื ื•ืขื“ ื”ืจื‘ื” ื™ื•ืชืจ ืžืืœืฃ. ืงืœ ืœื”ื™ืžืฉืš ืœืžื•ื“ืœื™ื ื”ืขืฉื™ืจื™ื ื‘ื™ื•ืชืจ ื‘ืชื›ื•ื ื•ืช ื•ื”ื™ื•ืงืจืชื™ื™ื ื‘ื™ื•ืชืจ, ืื‘ืœ ื”ื ืขืœื•ืœื™ื ืœื”ื™ื•ืช ื™ื•ืชืจ ืžืžื” ืฉืืชื ืฆืจื™ื›ื™ื. ืฆืจื• ืจืฉื™ืžื” ืฉืœ ืชื›ื•ื ื•ืช ืดื—ื™ื™ื‘ื•ืช ืœื”ื™ื•ืชืด ื•ืฉืœ ืชื›ื•ื ื•ืช ืดื ื—ืžื“ ืฉื™ื”ื™ื•ืด. ื”ืื ืืชื ื—ื™ื™ื‘ื™ื ื‘ืืžืช ืืช ืžืกืคืจ ื”ืขืจื•ืฆื™ื ื”ื’ื‘ื•ื” ื‘ื™ื•ืชืจ ืœืžื—ืงืจ ืฉืœื›ื, ืื• ืฉืžื›ืฉื™ืจ ื“ื•-ืขืจื•ืฆื™ ื™ืกืคื™ืง? ื”ืื ื”ื–ืจืžืช ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื”ื™ื ื—ื™ื•ื ื™ืช, ืื• ืฉืชื•ื›ืœื• ืœืขื‘ื•ื“ ืขื ืกืฉื ื™ื ืžื•ืงืœื˜ื™ื? ืขืœ ื™ื“ื™ ืงื‘ื™ืขืช ืกื“ืจื™ ืขื“ื™ืคื•ื™ื•ืช, ืชื•ื›ืœื• ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืขื•ื ื” ืขืœ ื”ื“ืจื™ืฉื•ืช ื”ืžืจื›ื–ื™ื•ืช ืฉืœื›ื ื‘ืœื™ ืœืจื•ืงืŸ ืืช ื”ื›ื™ืก. ืžื›ืฉื™ืจ ื ื’ื™ืฉ ื•ืืžื™ืŸ ื™ื›ื•ืœ ืœื”ืฆื™ืข ืขืจืš ืื“ื™ืจ ื•ืœืฉืžืฉ ื ืงื•ื“ืช ื›ื ื™ืกื” ืžื•ืฉืœืžืช ืœืขื•ืœื ื”-EEG.

ืขืชื™ื“ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช

ืขื•ืœื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืจืง ืžืชื—ื™ืœ, ื•ื”ืขืชื™ื“ ื ืจืื” ืžืจื’ืฉ ืœื”ืคืœื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ, ืืคืฉืจ ืœืฆืคื•ืช ืœื”ืชืงื“ืžื•ื™ื•ืช ืฉื™ื’ืจืžื• ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืœื”ืฉืชืœื‘ ืืคื™ืœื• ื™ื•ืชืจ ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ื”ื—ืœ ืžืฉื™ืคื•ืจ ื”ืื•ืคืŸ ืฉื‘ื• ืื•ืชื•ืช ืžืขื•ื‘ื“ื™ื ื•ืขื“ ืœืžืฆื™ืืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ื ื’ื™ืฉื•ืช, ื”ืคื•ื˜ื ืฆื™ืืœ ืขืฆื•ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื•ืฆืืช ืžื”ืžืขื‘ื“ื” ื•ื ื›ื ืกืช ืœืขื•ืœื ื”ืืžื™ืชื™, ื•ืžื‘ื˜ื™ื—ื” ืื™ื ื˜ืจืืงืฆื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ื—ืœืงื•ืช ื™ื•ืชืจ ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉื‘ื”ื ืื ื• ืžืฉืชืžืฉื™ื ืžื“ื™ ื™ื•ื. ื”ืžื™ืงื•ื“ ื”ื•ื ื‘ื™ืฆื™ืจืช ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืื™ื ื” ืจืง ืขื•ืฆืžืชื™ืช, ืืœื ื’ื ืžืขืฉื™ืช, ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ื ื’ื™ืฉื” ืœื›ื•ืœื.

ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื˜ื•ื‘ ื™ื•ืชืจ

ืื—ื“ ื”ืชื—ื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ื‘ืคื™ืชื•ื— ื”ื•ื ืขื™ื‘ื•ื“ ืื•ืชื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื‘ืชื•ืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืชืงื“ืžืช ื›ื“ื™ ืœื”ืคื•ืš ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื” ืœื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ. ื›ื›ืœ ืฉื”ืืœื’ื•ืจื™ืชืžื™ื ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื™ื•ืชืจ, ื”ืžื›ืฉื™ืจื™ื ืžืฉืชืคืจื™ื ื‘ืคืขื ื•ื— ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื‘ืžื”ื™ืจื•ืช ื•ื‘ื“ื™ื•ืง ื’ื“ื•ืœื™ื ื™ื•ืชืจ. ื–ื” ืื•ืžืจ ืคื—ื•ืช ื–ืžืŸ ื›ื™ื•ืœ ืœืžืฉืชืžืฉ ื•ื—ื•ื•ื™ื” ืžื’ื™ื‘ื” ื™ื•ืชืจ ื‘ืื•ืคืŸ ื›ืœืœื™. ื”ื”ืชืงื“ืžื•ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœื‘ื™ืŸ ื”ืคืขื•ืœื” ืฉืœ ื”ืžื›ืฉื™ืจ, ื•ืœืกืœื™ืœืช ื”ื“ืจืš ืœื™ื™ืฉื•ืžื™ื ืžื•ืจื›ื‘ื™ื ื•ืืžื™ื ื™ื ื™ื•ืชืจ. ืขื™ื‘ื•ื“ ื˜ื•ื‘ ื™ื•ืชืจ ื”ื•ื ื”ืžืคืชื— ืฉื™ืกื™ื™ืข ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœืžืžืฉ ืืช ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœื”.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชืคืชื—ื•ืช ื‘ื—ืœืœ ืจื™ืง. ื”ืขืชื™ื“ ืฉืœื”ืŸ ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืช ืฉืœื”ืŸ ืœื”ืชื—ื‘ืจ ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืื•ื–ื ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื›ืฉื™ืจื™ ื‘ื™ืช ื—ื›ื, ืขื•ื–ืจื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื•ืืคื™ืœื• ืขื–ืจื™ื ืจื•ื‘ื•ื˜ื™ื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ืžืขืจื›ืช ื‘ืงืจื” ืžืจื›ื–ื™ืช, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœื›ืœ ื”ืืงื•ืกื™ืกื˜ื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื”ืื™ื ื˜ื’ืจืฆื™ื” ื”ื–ื• ืžื‘ื˜ื™ื—ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืื ืฉื™ื ืฉืขืœื•ืœ ืœื”ื™ื•ืช ืœื”ื ืงืฉื” ืœื”ืฉืชืžืฉ ื‘ื™ื“ื™ื™ื ืื• ื‘ืงื•ืœ ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื. ื›ื›ืœ ืฉื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื™ื”ืคื•ืš ืœืชื›ื•ื ื” ืกื˜ื ื“ืจื˜ื™ืช, ืืคืฉืจ ืœืฆืคื•ืช ืœื™ื•ืชืจ ื—ื•ืžืจื” ื•ืชื•ื›ื ื” ืฉื™ืชื•ื›ื ื ื• ืœืขื‘ื•ื“ ื™ืฉื™ืจื•ืช ืขื ืงืœื˜ ืขืฆื‘ื™.

ื”ืจื—ื‘ืช ื”ืฉื™ืžื•ืฉื™ื ื‘ื ื’ื™ืฉื•ืช

ืื•ืœื™ ื”ื”ืชืคืชื—ื•ืช ื”ืžืฉืžืขื•ืชื™ืช ื‘ื™ื•ืชืจ ืฉืœ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืชื”ื™ื” ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืฆื™ืขื™ื ื“ืจืš ืœืฉืœื•ื˜ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืงืœื•ืช ื‘ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ื›ืžื• ืžืงืœื“ื•ืช ืื• ืžืกื›ื™ ืžื’ืข. ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘, ื‘ืกืžืืจื˜ืคื•ืŸ ืื• ื‘ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืืžืฆืขื•ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื™ื›ื•ืœื” ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืกืคืงืช ืขืจื•ืฅ ื—ื“ืฉ ืœืชืงืฉื•ืจืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืžืขืฆื™ืžื” ืžืฉืชืžืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ื‘ื“ืจื›ื™ื ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื.

ืœืžื” ืœืฆืคื•ืช ืžื”ืฉื•ืง

ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื›ื™ื—ื” ืืช ื™ื›ื•ืœื•ืชื™ื”, ื”ืฉื•ืง ืฆืคื•ื™ ืœืฆืžื•ื—. ืื ื—ื ื• ื›ื‘ืจ ืจื•ืื™ื ื”ื“ื’ืžื•ืช ืฉื‘ื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืœื•ื˜ ื‘ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื‘ืœื™ ืฉื•ื ืงืœื˜ ืคื™ื–ื™, ื•ืžืฆื™ื’ื•ืช ืืช ื”ื›ื•ื— ืฉืœ ื”ืžืžืฉืง ื”ื–ื”. ื‘ืฉื ื™ื ื”ืงืจื•ื‘ื•ืช, ืฆืคื• ืœืจืื•ืช ื™ื•ืชืจ ืฉื™ืชื•ืคื™ ืคืขื•ืœื” ื‘ื™ืŸ ื—ื‘ืจื•ืช BCI ืœืžืคืชื—ื™ื ื‘ืชืขืฉื™ื•ืช ืื—ืจื•ืช. ื”ื’ื™ืฉื” ื”ืฉื™ืชื•ืคื™ืช ื”ื–ื• ืชื”ื™ื” ื—ื™ื•ื ื™ืช ืœื—ื“ืฉื ื•ืช, ื›ื™ ื”ื™ื ืžืขื•ื“ื“ืช ื™ื–ืžื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื•ืœืžืฆื•ื ืฉื™ืžื•ืฉื™ื ื™ืฆื™ืจืชื™ื™ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”. ืกื‘ื™ืจ ืฉื”ืฉื•ืง ื™ืชืจื—ื‘ ืžื™ื™ืฉื•ืžื™ ืืงื“ืžื™ื” ื•ืžื—ืงืจ ื ื™ืฉืชื™ื™ื ืืœ ืืœืงื˜ืจื•ื ื™ืงื” ืฆืจื›ื ื™ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืจื—ื‘ื•ืช ื™ื•ืชืจ.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ืžืฆื•ื™ื ืช, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื–ื• ืชืคื™ืกื” ืฉื’ื•ื™ื” ื ืคื•ืฆื”, ืื‘ืœ ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืื™ื ื ืžืชื•ื›ื ื ื™ื ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืคื ื™ืžื™ื•ืช ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ื ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืกืคืฆื™ืคื™ื™ื ื•ืžื›ื•ื•ื ื™ื. ื–ื” ื›ื•ืœืœ ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื›ืžื• ื›ืฉืืชื ืžืจื•ื›ื–ื™ื, ื•ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ื–ืขื™ืจื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ื‘ื›ื•ื•ื ื”, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืœืกืช. ื—ืฉื‘ื• ืขืœ ื–ื” ื›ืฉื™ืžื•ืฉ ื‘ืคืขื•ืœื” ืžืกื•ื™ืžืช ื›ื“ื™ ืœื”ืคืขื™ืœ ืคืงื•ื“ื”, ืœื ื›ืžื›ืฉื™ืจ ืฉืžืื–ื™ืŸ ืœืžื—ืฉื‘ื•ืชื™ื›ื.

ื›ืžื” ื–ืžืŸ ืœื•ืงื— ืœื”ืฉืชืคืจ ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ื™ืฉ ืขืงื•ืžืช ืœืžื™ื“ื” ืžืกื•ื™ืžืช, ื•ื”ื™ื ืฉื•ื ื” ืืฆืœ ื›ืœ ืื—ื“. ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ืžื™ื•ืžื ื•ืช, ืžืžืฉ ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ืื• ืœื ื’ืŸ ื‘ื›ืœื™ ื ื’ื™ื ื”. ื‘ื”ืชื—ืœื” ืชืฆื˜ืจื›ื• ืœื”ื™ื•ืช ืžืื•ื“ ืžื›ื•ื•ื ื™ื ื‘ืคืงื•ื“ื•ืช ืฉืœื›ื. ืขื ื”ื–ืžืŸ, ื›ืฉื”ืžื•ื— ืฉืœื›ื ื™ืกืชื’ืœ ืœืื™ื ื˜ืจืืงืฆื™ื” ื”ื—ื“ืฉื”, ื–ื” ื™ื”ืคื•ืš ืœื˜ื‘ืขื™ ื™ื•ืชืจ ื•ื™ื“ืจื•ืฉ ืคื—ื•ืช ืžืืžืฅ ืžื•ื“ืข. ื”ืžืคืชื— ื”ื•ื ืชืจื’ื•ืœ ืขืงื‘ื™, ืฉืขื•ื–ืจ ืœืžื›ืฉื™ืจ ืœื”ืกืชื’ืœ ืœื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื ื•ืžืกื™ื™ืข ืœื›ื ืœื‘ื ื•ืช ื–ื™ื›ืจื•ืŸ ืฉืจื™ืจ ืขื‘ื•ืจ ื”ืคืงื•ื“ื•ืช.

ืœืžื” ืฉืื‘ื—ืจ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื‘ืžืงื•ื ืงืกื“ืช EEG ืžืœืื”? ื–ื” ื‘ืืžืช ืชืœื•ื™ ื‘ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ืžื• MN8 ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœื ื™ื™ื“ื•ืช, ืœื ื•ื—ื•ืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื•ืช ืกืคืฆื™ืคื™ื•ืช ืžื‘ื•ืกืกื•ืช ืคืงื•ื“ื•ืช ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื”ืŸ ืžื•ืฉืœืžื•ืช ืœืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืื• ืœื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ืชื•ืš ื›ื“ื™ ืชื ื•ืขื”. ืงืกื“ืช EEG ืจื‘-ืขืจื•ืฆื™ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ื”ื™ื ื›ืœื™ ื™ื™ืขื•ื“ื™ ื™ื•ืชืจ ืฉื ื‘ื ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง. ื”ื™ื ืœื•ื›ื“ืช ืชืžื•ื ื” ืžืคื•ืจื˜ืช ื•ืžืงื™ืคื” ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื›ืœ ืคื ื™ ื”ืงืจืงืคืช, ื“ื‘ืจ ื”ื—ื™ื•ื ื™ ืœืžื—ืงืจื™ื ืืงื“ืžื™ื™ื ืื• ืœืคื™ืชื•ื— BCI ืžื•ืจื›ื‘.

ื”ืื ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื‘ื˜ื•ื—ื™ื ืœืฉื™ืžื•ืฉ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš? ื‘ื”ื—ืœื˜. ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืฉื™ืงื•ืœ ืžืจื›ื–ื™ ื‘ืชื›ื ื•ืŸ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื•. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ืฉื•ื ื“ื‘ืจ ืœื ื—ื•ื“ืจ ืœืขื•ืจ ืื• ืœื’ื•ืฃ. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื‘ืขื“ื™ื ื•ืช ื‘ืชื•ืš ืื• ืกื‘ื™ื‘ ืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉื”ืžื•ื— ื•ื”ืฉืจื™ืจื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ืžื‘ื—ื™ื ืช ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช, ื”ืฉื™ืžื•ืฉ ื‘ื”ืŸ ื“ื•ืžื” ืžืื•ื“ ืœืขื ื™ื“ืช ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช.

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ืจืง ืžื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—, ืื• ืฉื”ืŸ ืขื•ืฉื•ืช ื’ื ื“ื‘ืจื™ื ืื—ืจื™ื? ืœืžืขืฉื”, ื”ืŸ ืขื•ืฉื•ืช ืงืฆืช ืžืฉื ื™ื”ื, ื•ื–ื• ื”ืกื™ื‘ื” ืฉื”ืŸ ื›ื” ืจื‘-ืชื›ืœื™ืชื™ื•ืช. ื”ื—ื™ื™ืฉื ื™ื ืžืกื•ื’ืœื™ื ืœื–ื”ื•ืช ืฉื ื™ ืกื•ื’ื™ ืื•ืชื•ืช. ืจืืฉื™ืช, ื”ื ืงื•ืœื˜ื™ื EEG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืžื•ื—, ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžืฆื‘ื™ื ื›ืœืœื™ื™ื ื›ืžื• ืจื™ื›ื•ื– ืื• ืจื•ื’ืข. ืฉื ื™ืช, ื”ื ืžื–ื”ื•ืช EMG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžืฉืจื™ืจื™ ื”ืคื ื™ื. ื›ืš ื”ืŸ ื™ื›ื•ืœื•ืช ืœื–ื”ื•ืช ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื•ืžื•ื‘ื—ื ื•ืช, ื•ืœืชืช ืœื›ื ื“ืจืš ืžื”ื™ืจื” ื•ืืžื™ื ื” ื ื•ืกืคืช ืœื”ืคืขื™ืœ ืคืงื•ื“ื•ืช ืขืœ ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื.

ืžื“ื™ ืคืขื, ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืฆืฆื” ื•ืžืขื ื™ืงื” ืœื™ื•ืฆืจื™ื ื•ืœืžืคืชื—ื™ื ืคืœื˜ืคื•ืจืžื” ื—ื“ืฉื” ืœื’ืžืจื™ ืœื‘ื ื•ืช ืขืœื™ื”. ื”ืžืขื‘ืจ ืžืžืงืœื“ื•ืช ืœืžืกื›ื™ ืžื’ืข ืฉื™ื ื” ื”ื›ื•ืœ, ื•ื›ืขืช ืžืชื’ื‘ืฉ ืžืžืฉืง ื—ื“ืฉ. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืœื ืคื•ืœืฉื ื™ ืœืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืชื—ื•ืช ื—ื–ื™ืช ื—ื“ืฉื” ืœื™ื™ืฉื•ืžื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ. ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ื“ื‘ืจ ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ื‘ืžืฉื—ืงื™ื, ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื•ื™ืจื˜ื•ืืœื™ื•ืช ืกื•ื—ืคื•ืช ื™ื•ืชืจ, ื‘ืชื›ื ื•ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืžื”ื“ื•ืจ ื”ื‘ื ื•ื‘ื‘ื ื™ื™ืช ืกื‘ื™ื‘ื•ืช ื—ื›ืžื•ืช ื•ืžื’ื™ื‘ื•ืช ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื™ื•ืชืจ ืžื’ืื“ื’'ื˜; ื”ื™ื ืขืจื›ืช ื›ืœื™ื ืœื‘ื ื™ื™ืช ื”ื’ืœ ื”ื‘ื ืฉืœ ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืขื™ืฆื•ื‘ ืœื‘ื™ืฉ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ืคื›ื•ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื‘ื›ืš ืฉื”ืŸ ืžืฉืœื‘ื•ืช ื—ื™ื™ืฉื ื™ EEG ื‘ืชื•ืš ืžื‘ื ื” ืžื•ื›ืจ ืฉืœ ืื•ื–ื ื™ื•ืช. ื”ืŸ ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ืฉืœืš ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช ืœืคืงื•ื“ื•ืช ืœืฉืœื™ื˜ื” ืœืœื ื™ื“ื™ื™ื ื‘ืžื›ืฉื™ืจื™ื ืฉืœืš.

  • ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœื ื’ื™ืฉื•ืช: ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื”ื–ื“ืžื ื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘ื™ื, ื‘ื‘ืชื™ื ื—ื›ืžื™ื ื•ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ ื•ืœื”ืฆื™ืข ืขืจื•ืฆื™ ืชืงืฉื•ืจืช ื—ื“ืฉื™ื.

  • ื‘ื—ืจื• ืœืคื™ ื”ืžื˜ืจื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื›ื: ืžืฆื™ืืช ื”ืžื›ืฉื™ืจ ื”ื ื›ื•ืŸ ืคื™ืจื•ืฉื” ื”ืชืืžืช ื”ืชื›ื•ื ื•ืช ืฉืœื• ืœืฆืจื›ื™ื ืฉืœื›ื. ื—ืฉื‘ื• ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ืžื• ืžื—ืงืจ ืื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจ, ื•ืื– ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”, ืชืื™ืžื•ืช ื”ืชื•ื›ื ื” ื•ื”ืชืงืฆื™ื‘ ืฉืœื›ื ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช.

ืžื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื•ื›ื™ืฆื“ ื”ืŸ ืคื•ืขืœื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื•ืœื™ ื ืฉืžืขื•ืช ื›ืžื• ืžืฉื”ื• ืžืกืจื˜ ืžื“ืข ื‘ื“ื™ื•ื ื™, ืื‘ืœ ื”ืŸ ืคื™ืชื•ื— ืืžื™ืชื™ ื•ืžืจื’ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืฉื”. ืืคืฉืจ ืœื—ืฉื•ื‘ ืขืœื™ื”ืŸ ื›ืื•ื–ื ื™ื•ืช ื—ื›ืžื•ืช ืฉืขื•ืฉื•ืช ื™ื•ืชืจ ืžืืฉืจ ืจืง ืœื”ืฉืžื™ืข ืžื•ื–ื™ืงื”. ื”ืŸ ื“ืจืš ื“ื™ืกืงืจื˜ื™ืช ื•ื ื™ื™ื“ืช ืœืžื“ื•ื“ ืคืขื™ืœื•ืช ื—ืฉืžืœื™ืช ืžื”ืžื•ื— ืฉืœืš ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื•ื›ื ื ื™ื ืœื”ื™ื•ืช ื ื•ื—ื™ื ืžืกืคื™ืง ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืœื”ืชืื™ื ื”ื™ื˜ื‘ ืœืื•ื–ื ื™ื™ื ืฉืœืš ื›ืžื• ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืงืกื ืงื•ืจื” ื›ืฉื”ืŸ ืžืชืจื’ืžื•ืช ืืช ื”ืื•ืชื•ืช ืฉืœ ื”ืžื•ื— ืฉืœืš, ื•ืœืขื™ืชื™ื ืืคื™ืœื• ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื“ืจืš ื—ื“ืฉื” ืœื’ืžืจื™, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื.

ื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืฉื‘ืคื ื™ื

ื‘ืœื‘ ื›ืœ ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื ืžืฆื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื™ื•ืฆืจืช ื ืชื™ื‘ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ื‘ื™ืŸ ื”ืžื•ื— ืฉืœืš ืœื‘ื™ืŸ ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืกืžืืจื˜ืคื•ืŸ. ื”ื™ื ืžืืคืฉืจืช ืœืš ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœืš ื‘ืœื™ ืœื”ื–ื“ืงืง ืœืžืงืœื“ืช, ืœืขื›ื‘ืจ, ืื• ืืคื™ืœื• ืœืงื•ืœ ืฉืœืš. ื”-BCI ืคื•ืขืœ ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ื ื™ื•ืช ืฉืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื•ืฆืจื™ื ืขืœ ื™ื“ื™ ืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœืš. ืœืื—ืจ ืžื›ืŸ ืื•ืชื•ืช ืืœื” ืžืคื•ืขื ื—ื™ื ืขืœ ื™ื“ื™ ืืœื’ื•ืจื™ืชืžื™ื ืžืชืงื“ืžื™ื, ื•ื”ื•ืคื›ื™ื ืืช ื”ื›ื•ื•ื ื•ืช ืฉืœืš ืœืคืขื•ืœื•ืช ื‘ืคื•ืขืœ. ื–ื• ื“ืจืš ื—ืœืงื” ืœื ื”ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœืš, ืฉืžืฆื™ืขื” ืจืžืช ืฉืœื™ื˜ื” ื—ื“ืฉื” ืฉืžืจื’ื™ืฉื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื•ื™ืฉื™ืจื”.

ื–ื™ื”ื•ื™ ื•ืขื™ื‘ื•ื“ ืื•ืชื•ืช ืžื•ื—

ืื– ืื™ืš ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ื‘ืืžืช ืงื•ืœื˜ื•ืช ืืช ืื•ืชื•ืช ื”ืžื•ื— ืฉืœืš? ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื ื•ืœื ืคื•ืœืฉื ื™ื™ื ืฉื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืžืชื—ื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœืš ืžื™ื™ืฆืจื™ื. ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ืืœื” ื ืฉืœื—ื™ื ืœืื—ืจ ืžื›ืŸ ื‘ืื•ืคืŸ ืืœื—ื•ื˜ื™ ืœืžื›ืฉื™ืจ ืžื—ื•ื‘ืจ, ืฉื‘ื• ืชื•ื›ื ื” ืžืขื‘ื“ืช ืืช ื”ืื•ืชื•ืช ื‘ื–ืžืŸ ืืžืช, ืžืกื ื ืช ืจืขืฉ ื•ืžื–ื”ื” ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื. ืœื“ื•ื’ืžื”, ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช MN8 ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ืžืขืจื›ืช ื“ื•-ืขืจื•ืฆื™ืช ื›ื“ื™ ืœืืกื•ืฃ ื ืชื•ื ื™ ืžื•ื—, ืฉื‘ื”ืžืฉืš ื™ื›ื•ืœื™ื ืœืฉืžืฉ ืœืžื’ื•ื•ืŸ ื™ื™ืฉื•ืžื™ื, ื”ื—ืœ ืžื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื•ืขื“ ืœืžื—ืงืจ.

ื–ื™ื”ื•ื™ ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช

ืžืขื‘ืจ ืœื’ืœื™ ื”ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจื‘ื•ืช ืžื–ื”ื•ืช ื’ื ืดืžื—ื•ื•ืช ื–ืขื™ืจื•ืชืด. ืืœื” ื”ืŸ ืชื ื•ืขื•ืช ื”ืฉืจื™ืจื™ื ื”ืงื˜ื ื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ืขื ื”ืคื ื™ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืžืฆืžื•ืฅ ื›ืคื•ืœ ืื• ื—ื™ื•ืš ืงืœ. ืื•ืชื ื—ื™ื™ืฉื ื™ื ืฉืžื–ื”ื™ื ืื•ืชื•ืช EEG ื™ื›ื•ืœื™ื ื’ื ืœืงืœื•ื˜ ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืชื›ื•ื•ืฆื•ื™ื•ืช ื”ืฉืจื™ืจื™ื ื”ืืœื” (ื”ื™ื“ื•ืขื” ื›-EMG). ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ืžื•ื‘ื ื™ืช ื•ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืœืžื™ื“ืช ืžื›ื•ื ื” ืžืื•ืžื ื™ื ืœื”ื‘ื—ื™ืŸ ื‘ื™ืŸ ื”ืžื—ื•ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ื”ืืœื” ืœื‘ื™ืŸ ืชื ื•ืขื•ืช ืื—ืจื•ืช. ื‘ืจื’ืข ืฉืžื—ื•ื•ื” ืžื–ื•ื”ื”, ื”ื™ื ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ืกืคืฆื™ืคื™ืช, ื›ืžื• 'ื”ืฉืžืข ืฉื™ืจ ื”ื‘ื' ืื• 'ืขื ื” ืœืฉื™ื—ื”'. ื”ื“ื‘ืจ ืžื•ืกื™ืฃ ืฉื›ื‘ืช ืฉืœื™ื˜ื” ื ื•ืกืคืช, ื•ื”ื•ืคืš ืืช ื”ืžืžืฉืง ืœืžื”ื™ืจ ื™ื•ืชืจ ื•ืžื’ื™ื‘ ื™ื•ืชืจ.

ืžื” ื”ื•ืคืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœื™ื™ื—ื•ื“ื™ื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฉื™ื ื•ื™ ืžืฉืžืขื•ืชื™ ื‘ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื”ืŸ ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื•ื”ืŸ ืขื ื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื ื•. ืžื” ื”ื•ืคืš ืื•ืชืŸ ืœืฉื•ื ื•ืช ื›ืœ ื›ืš ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื? ื”ื›ื•ืœ ืžืชืžืฆื” ื‘ืฉื™ืœื•ื‘ ื™ื™ื—ื•ื“ื™ ืฉืœ ืฆื•ืจื”, ืชืคืงื•ื“ ื•ื ื’ื™ืฉื•ืช. ื”ืŸ ืœื•ืงื—ื•ืช ืืช ื”ืžื“ืข ื”ืžื•ืจื›ื‘ ืฉืœ ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG) ื•ืžืฉืœื‘ื•ืช ืื•ืชื• ื‘ืชื•ืš ื—ื‘ื™ืœื” ื“ื™ืกืงืจื˜ื™ืช ื•ืžื•ื›ืจืช ืฉื›ืœ ืื—ื“ ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ื–ื” ืขื•ืœื ืื—ืจ ืžืืฉืจ ืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช ื•ืžืกื•ืจื‘ืœื•ืช, ืฉืœืขืชื™ื ืงืจื•ื‘ื•ืช ืžื•ื’ื‘ืœื•ืช ืœืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื”.

ื”ื—ื“ืฉื ื•ืช ื”ืืžื™ืชื™ืช ื”ื™ื ื‘ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืœืžืขืฉื™ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืืžืฆืขื•ืช ื”ืฆื‘ืช ื—ื™ื™ืฉื ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืžืกื‘ื™ื‘ื”, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืœื›ื•ื“ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžืฉืžืขื•ืชื™ืช ื‘ืœื™ ืœื“ืจื•ืฉ ืžืขืจืš ืžืกื•ืจื‘ืœ. ืชืคื™ืกืช ืขื™ืฆื•ื‘ ื–ื• ืคื•ืชื—ืช ืืช ื”ื“ืœืช ืœื™ื™ืฉื•ืžื™ื ืจืฆื™ืคื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™, ื”ื—ืœ ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื•ืขื“ ืœืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ืžื“ื•ื‘ืจ ื‘ื”ื•ืฆืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื”ืžืขื‘ื“ื” ื”ืžื—ืงืจื™ืช ื•ื”ืขื‘ืจืชื” ืœื™ื“ื™ื”ื ืฉืœ ืžืคืชื—ื™ื, ื™ื•ืฆืจื™ื ื•ื›ืœ ืžื™ ืฉืกืงืจืŸ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ืขื™ืฆื•ื‘ ื™ื“ื™ื“ื•ืชื™ ืœืžืฉืชืžืฉ ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื—ื™ืฉื” ืขื•ืฆืžืชื™ืช ื”ื•ื ืžื” ืฉืžื‘ื“ื™ืœ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื›ื›ืœื™ ืคื•ืจืฅ ื“ืจืš ื‘ืืžืช.

ืฉืœื˜ื• ื‘ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื

ื“ืžื™ื™ื ื• ืฉืืชื ืžื“ืœื’ื™ื ืขืœ ืฉื™ืจ, ืขื•ื ื™ื ืœืฉื™ื—ื” ืื• ืžืขืžืขืžื™ื ืืช ื”ืื•ืจื•ืช ื‘ืœื™ ืœื’ืขืช ื‘ืžืกืš ืื• ืœื•ืžืจ ืžื™ืœื”. ื–ื”ื• ื”ื”ื‘ื˜ื—ื” ื”ืžืจื›ื–ื™ืช ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”ืŸ ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืฉืœื•ื˜ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืงืœื˜ื™ื ืžืกื•ืจืชื™ื™ื, ืžื›ืฉื™ืจื™ื ืืœื” ืžื–ื”ื™ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ืขื“ื™ื ื™ื ืฉืžื™ื™ืฆืจื™ื ื”ืžื•ื— ื•ืฉืจื™ืจื™ ื”ืคื ื™ื ืฉืœื›ื. ืคืขื•ืœื” ืžื›ื•ื•ื ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช ืื• ืชื‘ื ื™ืช ืžืกื•ื™ืžืช ืฉืœ ืชื ื•ืขืช ืขื™ื ื™ื™ื, ื™ื›ื•ืœื” ืœื”ื™ื•ืช ืžืชื•ืจื’ืžืช ืœืคืงื•ื“ื” ื“ื™ื’ื™ื˜ืœื™ืช. ื–ื” ื™ื•ืฆืจ ื“ืจืš ื—ืœืงื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืœื”ืชืžืžืฉืง ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ื”ื•ืคืš ืืช ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื ืœืžืขื™ืŸ ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื›ื•ื•ื ื” ืฉืœื›ื.

ื–ื™ื”ื•ื™ ืœื ืคื•ืœืฉื ื™ ืฉืœ ืื•ืชื•ืช ืžื•ื—

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ื”ื ืœืคืขืžื™ื ืžื“ืžื™ื™ื ื™ื ื”ืœื™ื›ื™ื ื›ื™ืจื•ืจื’ื™ื™ื ืคื•ืœืฉื ื™ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื—ืœื•ืคื” ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื”. ื”ืŸ ืื™ื ืŸ ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ื”ืŸ ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ ื‘ืœื™ ืœื“ืจื•ืฉ ืฉืชืœื™ื ื›ืœืฉื”ื. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื›ื ื’ื“ ื”ืขื•ืจ ื‘ืชื•ืš ื•ืžืกื‘ื™ื‘ ืœืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ื—ืฉืžืœื™ื™ื ื—ืœืฉื™ื ืžื”ืžื•ื—. ืฉื™ื˜ื” ื–ื• ืฉืœ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ืžืกื™ืจื” ื—ืกื ืžืฉืžืขื•ืชื™, ื•ื”ื•ืคื›ืช ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ืžืฉืชืžืฉื™ื ื™ื•ืžื™ื•ืžื™ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ืœื™ ื”ืกื™ื›ื•ื ื™ื ืื• ื”ืขืœื•ื™ื•ืช ื”ื›ืจื•ื›ื™ื ื‘ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื•ื›ืš ืœืขื•ื“ื“ ื—ื“ืฉื ื•ืช ื•ืื™ืžื•ืฅ ื’ื“ื•ืœื™ื ื™ื•ืชืจ.

ืงื—ื• EEG ืœื›ืœ ืžืงื•ื

ื‘ืื•ืคืŸ ืžืกื•ืจืชื™, ืื™ืกื•ืฃ ื ืชื•ื ื™ EEG ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื” ื“ืจืฉ ืžืขื‘ื“ื”, ื˜ื›ื ืื™ ื•ืงืกื“ื” ืžืœืื” ื—ื•ื˜ื™ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื–ื” ืœื—ืœื•ื˜ื™ืŸ. ื‘ืืžืฆืขื•ืช ืฉื™ืœื•ื‘ ื—ื™ื™ืฉื ื™ EEG ื‘ืžื‘ื ื” ืงื˜ืŸ ื•ื ื™ื™ื“, ื”ืŸ ืžืืคืฉืจื•ืช ืœื›ื ืœืงื—ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ืชื›ื ืœื›ืœ ืžืงื•ื. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืžื”ืคื›ื ื™ืช ืœืžื—ืงืจ ื•ืœืฉื™ืžื•ืฉ ืื™ืฉื™. ืืคืฉืจ ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ื‘ืžื”ืœืš ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื›ืžื• ืขื‘ื•ื“ื”, ืœื™ืžื•ื“ ืื• ืืคื™ืœื• ืคืขื™ืœื•ืช ื’ื•ืคื ื™ืช ืงืœื”. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืฉืืช EEG ืœื›ืœ ืžืงื•ื ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืฉืœื ื• ืคื•ืขืœ ื‘ืกื‘ื™ื‘ื•ืช ืืžื™ืชื™ื•ืช, ื•ืžืกืคืงืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื” ื‘ืœืชื™ ืืคืฉืจื™ ืœืชืคื•ืก ืžื—ื•ืฅ ืœืžืกื’ืจืช ืžื‘ื•ืงืจืช.

ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช ืœื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช

ื”ืงืกื ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืชืŸ ืœืขื‘ื“ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช. ื”ืŸ ืื™ื ืŸ ืดืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ืืด. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžืชื•ื›ื ื ื•ืช ืœื—ื•ืฉ ืคืขื•ืœื•ืช ืงื˜ื ื•ืช ื•ืžื›ื•ื•ื ื•ืช, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืฉืœ ื”ืœืกืช, ื•ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืืœื” ืœืคืงื•ื“ื•ืช ื›ืžืขื˜ ืžื™ื™ื“ื™ืช. ื”ื“ื‘ืจ ืžืชืืคืฉืจ ื‘ืืžืฆืขื•ืช ืงื™ืฉื•ืจื™ื•ืช ืืœื—ื•ื˜ื™ืช, ื‘ื“ืจืš ื›ืœืœ Bluetooth, ืฉืฉื•ืœื—ืช ืืช ื”ื ืชื•ื ื™ื ืžื”ืื•ื–ื ื™ื•ืช ืœืžื›ืฉื™ืจ ืžื•ืชืื ื›ืžื• ืกืžืืจื˜ืคื•ืŸ ืื• ืžื—ืฉื‘. ืœื•ืœืืช ื”ืžืฉื•ื‘ ื”ืžื™ื™ื“ื™ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื™ืช ืžืฉืชืžืฉ ืžื’ื™ื‘ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช. ืžื”ื™ืจื•ืช ื”ื—ื™ื‘ื•ืจ ื”ื™ื ืžื” ืฉื”ื•ืคืš ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืœืžืฉื ื•ืช ืžืฉื—ืง ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช, ื•ืžืืคืฉืจืช ืฉืœื™ื˜ื” ื–ื•ืจืžืช ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื ื•ื‘ืชื•ื›ื ื”.

ื›ื™ืฆื“ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉืคืจื•ืช ืืช ื”ื ื’ื™ืฉื•ืช?

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ืฉื™ื ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ื—ืกืžื™ ื ื’ื™ืฉื•ืช. ื‘ืืžืฆืขื•ืช ื™ืฆื™ืจืช ื ืชื™ื‘ ื™ืฉื™ืจ ื‘ื™ืŸ ืื•ืชื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉืœื•, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืคื•ืชื—ืช ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช. ื–ื•ื”ื™ ืฆื•ืจื” ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืื™ื ื” ื“ื•ืจืฉืช ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื ืื• ืฆื™ื•ื“ ืžื’ื•ืฉื, ื•ืœื›ืŸ ื”ื™ื ืคืชืจื•ืŸ ืžืขืฉื™ ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืขืœ ืžืงืœื“ื•ืช, ืขื›ื‘ืจื™ื ืื• ืžืกื›ื™ ืžื’ืข ืžืกื•ืจืชื™ื™ื, ื”ืžืฉืชืžืฉื™ื ื™ื›ื•ืœื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ื”ื“ื™ื’ื™ื˜ืœื™ืช ืฉืœื”ื ื“ืจืš ื›ื•ื•ื ื” ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช. ื”ืฉื™ื ื•ื™ ื”ื–ื” ื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ ื•ืœื ื’ื™ืฉื” ืœื›ื•ืœื, ื‘ืœื™ ืงืฉืจ ืœื™ื›ื•ืœื•ืช ื”ืคื™ื–ื™ื•ืช ืฉืœื”ื. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ื•ื ืžืฆื™ืข ืจืžื•ืช ื—ื“ืฉื•ืช ืฉืœ ืฉืœื™ื˜ื” ื•ื—ื•ืคืฉ ืื™ืฉื™, ื•ื”ื•ืคืš ืžื” ืฉืคืขื ื”ื™ื” ืžืฉื™ืžื” ืžื•ืจื›ื‘ืช ืœืคืขื•ืœื” ืคืฉื•ื˜ื” ื”ืžื•ื ืขืช ืขืœ ื™ื“ื™ ืžื—ืฉื‘ื”. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื”, ืฉื‘ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืื™ืžื” ืืช ืขืฆืžื” ืœืžืฉืชืžืฉ, ื•ืœื ืœื”ืคืš. ื’ื™ืฉื” ื–ื• ื”ื™ื ื‘ืกื™ืกื™ืช ืœื‘ื ื™ื™ืช ืขื•ืœื ื“ื™ื’ื™ื˜ืœื™ ืžื›ื™ืœ ื™ื•ืชืจ.

ืกื™ื•ืข ื‘ืืชื’ืจื™ ื ื™ื™ื“ื•ืช

ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ื™ื•ืช ื˜ืจื ืกืคื•ืจืžื˜ื™ื‘ื™ื•ืช ืžืžืฉ. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืืคืฉืจื™ื ืœืžืฉืชืžืฉื™ื ืœื ื”ืœ ืžื—ืฉื‘ื™ื, ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื•ืืคื™ืœื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื ื‘ืœื™ ืงืœื˜ ืคื™ื–ื™. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜, ืฉื•ืœื—ื™ื ืื™ืžื™ื™ืœ ืื• ืžืคืขื™ืœื™ื ืขื–ืจ ืชื ื•ืขื” ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื•ืช ืžื‘ื•ืกืกื•ืช-ืžื•ื—. ื™ื›ื•ืœืช ื–ื• ืžืกื™ืจื” ื—ืกืžื™ื ืคื™ื–ื™ื™ื ืžืฉืžืขื•ืชื™ื™ื, ื•ืžืืคืฉืจืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื ื‘ืงืœื•ืช ื•ื‘ื™ืขื™ืœื•ืช ืจื‘ื” ื™ื•ืชืจ. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ื›ื•ื•ื ื” ืœืคืขื•ืœื” ื™ืฉื™ืจื”, ื•ื‘ืžืชืŸ ื“ืจืš ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช ืฉืื—ืจืช ืขืœื•ืœื•ืช ืœื”ื™ื•ืช ืงืฉื•ืช ืื• ืœื“ืจื•ืฉ ืกื™ื•ืข.

ื˜ื™ืคื•ื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ

ืขื ืฉืœื™ื˜ื” ืจื‘ื” ื™ื•ืชืจ ืžื’ื™ืขื” ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืขืฆื™ืžื•ืช ืžืฉืชืžืฉื™ื ื‘ื›ืš ืฉื”ืŸ ื”ื•ืคื›ื•ืช ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื˜ื‘ืขื™ืช ื•ื™ืฉื™ืจื” ื™ื•ืชืจ. ื”ื“ื‘ืจ ื™ื›ื•ืœ ืœื”ืคื—ื™ืช ืืช ื”ืชืœื•ืช ื‘ืžื˜ืคืœื™ื ืขื‘ื•ืจ ืคืขื™ืœื•ื™ื•ืช ืžืกื•ื™ืžื•ืช ื•ืœืขื–ื•ืจ ืœืื ืฉื™ื ืœื‘ืฆืข ืžืฉื™ืžื•ืช ื‘ืชื ืื™ื ืฉืœื”ื. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ื—ืœืงื” ืœื”ืชื—ื‘ืจ ืœืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื•ืžื›ืช ื‘ืื™ื›ื•ืช ื—ื™ื™ื ื’ื‘ื•ื”ื” ื™ื•ืชืจ ื•ืžื˜ืคื—ืช ืชื—ื•ืฉืช ืื•ื˜ื•ื ื•ืžื™ื”. ื–ื”ื• ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืฉืขื•ื–ืจ ืœืื ืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืื•ืคืŸ ืžืœื ื™ื•ืชืจ ื‘ื—ื™ื™ื”ื ื”ืื™ืฉื™ื™ื ื•ื”ืžืงืฆื•ืขื™ื™ื, ื•ืžืคืจืง ืืช ื”ื—ืกืžื™ื ืฉื™ื›ื•ืœื™ื ืœื”ื•ื‘ื™ืœ ืœื‘ื™ื“ื•ื“.

ืžืชืŸ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืชืงืฉืจ

ืชืงืฉื•ืจืช ื”ื™ื ื™ืกื•ื“ื™ืช, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ืขืจื•ืฅ ื—ื“ืฉ ื•ื—ื™ื•ื ื™ ืขื‘ื•ืจ ืžื™ ืฉืžืชืงืฉื” ื‘ืฉื™ื˜ื•ืช ืžืกื•ืจืชื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืชืจื’ื ืื•ืชื•ืช ืžื•ื— ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ืื• ืœื˜ืงืกื˜, ื•ืœืชืช ืงื•ืœ ืœืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื“ื‘ืจ ืื• ืœื”ืงืœื™ื“ ื‘ืงืœื•ืช. ื–ื” ืคื•ืชื— ืืคื™ืงื™ื ื—ื“ืฉื™ื ืœื‘ื™ื˜ื•ื™, ืœื—ื™ื‘ื•ืจ ื•ืœื”ืฉืชืชืคื•ืช ื‘ืฉื™ื—ื•ืช. ื‘ื™ืŸ ืื ืžื“ื•ื‘ืจ ื‘ืชืงืฉื•ืจืช ืขื ื‘ื ื™ ืžืฉืคื—ื” ื•ื—ื‘ืจื™ื ืื• ื‘ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืงื”ื™ืœื•ืช ืžืงื•ื•ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืกืคืงื™ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื—ื™ื•ื ื™ื™ื ืฉืชื•ืžื›ื™ื ื‘ืžืขื•ืจื‘ื•ืช ื—ื‘ืจืชื™ืช ื•ื‘ื‘ื™ื˜ื•ื™ ืื™ืฉื™.

ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื•ืฆืจื•ืช ืžื” ืฉื™ืฉ ื”ืžื›ื ื™ื ืดืžืžืฉืง ืžืฉืชืžืฉ ื‘ืœืชื™ ื ืจืื”ืด, ื•ืžืืคืฉืจื•ืช ืฉืœื™ื˜ื” ื“ื™ืกืงืจื˜ื™ืช ื•ืœืœื ืžืืžืฅ ื‘ืžื›ืฉื™ืจื™ื ืžืกื™ื™ืขื™ื. ื”ื“ื‘ืจ ืžื•ืขื™ืœ ื‘ืžื™ื•ื—ื“ ืœื”ืคืขืœืช ืชื•ืชื‘ื•ืช ืื• ืฆื™ื•ื“ ื™ื™ืขื•ื“ื™ ืื—ืจ, ืฉื‘ื• ืžืžืฉืง ืคื™ื–ื™ ืขืœื•ืœ ืœื”ื™ื•ืช ืžืกื•ืจื‘ืœ. ืžืฉืชืžืฉ ื™ื›ื•ืœ ืœื ื”ืœ ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืœื™ ืฆื•ืจืš ืœื”ืกืชื›ืœ ืขืœ ืžืกืš ืื• ืœื’ืขืช ื‘ื•, ืžื” ืฉื”ื•ืคืš ืืช ื”ื—ื•ื•ื™ื” ืœื—ืœืงื” ื”ืจื‘ื” ื™ื•ืชืจ ื•ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ืชื ื•ืขื•ืช ื”ื™ื•ืžื™ื•ื ืฉืœื•. ื”ืฉืœื™ื˜ื” ื”ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื”ื–ื• ืขื•ื–ืจืช ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช ืœื”ืจื’ื™ืฉ ืคื—ื•ืช ื›ืžื• ื›ืœื™ ื•ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ื˜ื‘ืขื™ ืฉืœ ื”ื’ื•ืฃ.

ืžื” ืืคืฉืจ ืœืฉืœื•ื˜ ื‘ื• ื‘ืืžืฆืขื•ืช ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช?

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื”ื™ื ื”ืจื‘ื” ื™ื•ืชืจ ืžืืฉืจ ืจืง ื”ืื–ื ื” ืœืžื•ื–ื™ืงื”. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืกื•ื’ ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืคื•ืชื— ืขื•ืœื ืฉืœ ืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืžื”ืžื•ื— ืฉืœื›ื ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืืช ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืื—ืจื•ืช. ื”ื™ื™ืฉื•ืžื™ื ื”ื ืจื—ื‘ื™ื ื‘ืฆื•ืจื” ืžื“ื”ื™ืžื”, ื”ื—ืœ ืžื”ื•ืกืคืช ื ื•ื—ื•ืช ืœื—ื™ื™ ื”ื™ื•ืžื™ื•ื ื•ืขื“ ืžืชืŸ ืชืžื™ื›ื” ืžืฉื ื” ื—ื™ื™ื ืœืื ืฉื™ื ืขื ืžื•ื’ื‘ืœื•ื™ื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžื›ื•ื•ื ื™ื ืืช ื”ืชืจืžื•ืกื˜ื˜ ื‘ืœื™ ืœืงื•ื, ืื• ืžืชืงืฉืจื™ื ืขื ืžืฉื—ืง ื‘ื“ืจืš ื—ื“ืฉื” ื•ืกื•ื—ืคืช ืœื—ืœื•ื˜ื™ืŸ. ื–ื• ืœื ืžื“ืข ื‘ื“ื™ื•ื ื™; ื–ื”ื• ื™ื™ืฉื•ื ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ืฉื”ื•ืคืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืžืฉื”ื• ืฉืžืจื’ื™ืฉ ื™ื•ืชืจ ื›ืžื• ื”ืžืฉืš ืฉืœ ืขืฆืžื›ื.

ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ื™ืฉื™ืจ ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ ื™ื•ืชืจ ื‘ื™ื ื™ื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžืงืœื“ื•ืช, ืžืกื›ื™ ืžื’ืข ืื• ืคืงื•ื“ื•ืช ืงื•ืœื™ื•ืช, ืืชื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื›ืฉื™ื˜ืช ืงืœื˜ ื ื•ืกืคืช. ืœื›ืš ื™ืฉ ื”ืฉืœื›ื•ืช ืขืฆื•ืžื•ืช ืขืœ ื ื’ื™ืฉื•ืช, ื‘ื™ื“ื•ืจ, ื•ืืคื™ืœื• ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื ื”ืœื™ื ืืช ื”ืกื‘ื™ื‘ื•ืช ื”ืื™ืฉื™ื•ืช ืฉืœื ื•. ืžืฉืœื™ื˜ื” ื‘ื’ืื“ื’'ื˜ื™ื ืฉืœ ื‘ื™ืช ื—ื›ื ื•ืขื“ ืœื”ืคืขืœืช ืžื—ืฉื‘ื™ื ื•ืชืžื™ื›ื” ื‘ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื’ื“ื™ืจื•ืช ืžื—ื“ืฉ ืžื” ืืคืฉืจื™ ื‘ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื—ืฉื‘. ื–ื”ื• ืชื—ื•ื ืฉืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช, ืขื ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ืฉื ื—ืงืจื™ื ื›ืœ ื”ื–ืžืŸ.

ื”ื‘ื™ืช ื”ื—ื›ื ืฉืœืš

ื“ืžื™ื™ื ื• ืฉืืชื ื ื›ื ืกื™ื ืœื—ื“ืจ ื•ื”ืื•ืจื•ืช ื ื“ืœืงื™ื ืจืง ืžื›ื™ื•ื•ืŸ ืฉื”ืชื›ื•ื•ื ืชื ืœื›ืš. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœื”ืฉืชืœื‘ ืขื ืžืขืจื›ื•ืช ื‘ื™ืช ื—ื›ื ื›ื“ื™ ืœื”ืคื•ืš ื–ืืช ืœืžืฆื™ืื•ืช. ื‘ืืžืฆืขื•ืช ื”ืชืืžืช ื”ืื•ื–ื ื™ื•ืช ืœืจื›ื–ืช ื”ืื•ื˜ื•ืžืฆื™ื” ื”ื‘ื™ืชื™ืช ืฉืœื›ื, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืžื•ื— ืื• ื‘ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ื›ืœ ื“ื‘ืจ, ืžืชืื•ืจื” ื•ืชืจืžื•ืกื˜ื˜ื™ื ื•ืขื“ ืจืžืงื•ืœื™ื ื•ืžืขืจื›ื•ืช ืื‘ื˜ื—ื”. ื›ืš ื ื•ืฆืจ ืกื‘ื™ื‘ื” ื‘ืืžืช ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืฉืžืฆื™ืขื” ืจืžืช ื ื•ื—ื•ืช ื—ื“ืฉื” ืœื›ื•ืœื ื•ืžืกืคืงืช ืชืžื™ื›ื” ื—ื™ื•ื ื™ืช ืœืื ืฉื™ื ืขื ืžื’ื‘ืœื•ืช ื ื™ื™ื“ื•ืช. ืžื“ื•ื‘ืจ ื‘ื”ืคื™ื›ืช ืžืจื—ื‘ ื”ืžื’ื•ืจื™ื ืฉืœื›ื ืœืžื’ื™ื‘ ื™ื•ืชืจ ื•ื‘ื™ืฆื™ืจืช ืื™ื ื˜ืจืืงืฆื™ื” ื—ืœืงื” ืขื ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืกื‘ื™ื‘ื›ื.

ืžื—ืฉื‘ื™ื ื•ืกืžืืจื˜ืคื•ื ื™ื

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืื™ืฉื™ื™ื ืฉืœื›ื. ื‘ืžืงื•ื ืœื”ืฉืชืžืฉ ื‘ืขื›ื‘ืจ ืื• ื‘ืžืกืš ืžื’ืข, ืชื•ื›ืœื• ืœื”ืฉืชืžืฉ ื‘ืžื—ืฉื‘ื•ืช ื•ื‘ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื ื›ื“ื™ ืœื’ืœื•ืœ ื‘ื“ืฃ ืื™ื ื˜ืจื ื˜, ืœืคืชื•ื— ืืคืœื™ืงืฆื™ื” ืื• ืืคื™ืœื• ืœื”ืงืœื™ื“ ื”ื•ื“ืขื”. ืชืคืขื•ืœ ื–ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ื”ื•ื ื”ืชืคืชื—ื•ืช ืžืฉืžืขื•ืชื™ืช, ื‘ืžื™ื•ื—ื“ ื‘ื”ื™ื‘ื˜ ื”ื ื’ื™ืฉื•ืช. ืขื‘ื•ืจ ืžื™ ืฉืžื•ืฆื ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ืžืืชื’ืจื•ืช, ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืช ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื™ื ืžืืคืฉืจืช ื—ื™ื‘ื•ืจ ื™ืฉื™ืจ ื•ื–ื•ืจื ื™ื•ืชืจ ืขื ื”ืžื—ืฉื‘ ืื• ื”ืกืžืืจื˜ืคื•ืŸ ืฉืœื›ื, ื•ื”ื•ืคื›ืช ืืช ื–ื” ืœืืคืฉืจื™ ืœืฉืœื•ื˜ ื‘ื“ื‘ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื•ื— ื‘ื“ืจืš ืฉืžืจื’ื™ืฉื” ื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช.

ืžืฉื—ืงื™ื ื•ื‘ื™ื“ื•ืจ

ืขื‘ื•ืจ ื’ื™ื™ืžืจื™ื ื•ื—ื•ื‘ื‘ื™ ื‘ื™ื“ื•ืจ, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื” ื‘ื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ืกื•ื—ืคื•ืช. ื“ืžื™ื™ื ื• ืžืฉื—ืง ืฉื‘ื• ื”ื“ืžื•ืช ืฉืœื›ื ืžื’ื™ื‘ื” ืœืจื™ื›ื•ื– ืื• ืœืžืฆื‘ ื”ืจื’ืฉื™ ืฉืœื›ื, ืื• ืฉื‘ื• ืืคืฉืจ ืœื”ื˜ื™ืœ ืงืกื ื‘ืืžืฆืขื•ืช ืคืงื•ื“ื” ืžื ื˜ืœื™ืช ืคืฉื•ื˜ื”. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœืฉืžืฉ ื›ืคืœื˜ืคื•ืจืžื” ืžื”ืคื›ื ื™ืช ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืœื”ืชืขืœื•ืช ืžืขื‘ืจ ืœื‘ืงืจื™ื ืคื™ื–ื™ื™ื ื›ื“ื™ ืœื™ืฆื•ืจ ื—ื™ื‘ื•ืจ ืขืžื•ืง ื™ื•ืชืจ ื‘ื™ืŸ ื”ืฉื—ืงืŸ ืœืžืฉื—ืง. ื”ื™ื ื’ื ืขืฉื•ื™ื” ืœืฉื ื•ืช ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื—ื ื• ื—ื•ื•ื™ื ืกืจื˜ื™ื ืื• ืžืฆื™ืื•ืช ืžื“ื•ืžื”, ื•ืœืืคืฉืจ ืชื•ื›ืŸ ืฉืžื’ื™ื‘ ื™ืฉื™ืจื•ืช ืœืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœ ื”ืžืฉืชืžืฉ ืœื—ื•ื•ื™ื” ืื™ืฉื™ืช ื•ืžืจืชืงืช ื‘ืืžืช.

ืชื•ืชื‘ื•ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช

ืื•ืœื™ ืื—ื“ ื”ื™ื™ืฉื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื‘ืชื—ื•ื ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืงื˜ื™ืขื•ืช, ืžื›ืฉื™ืจื™ื ืืœื” ื™ื›ื•ืœื™ื ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืคืงื•ื“ื•ืช ืขื‘ื•ืจ ื’ืคื™ื™ื ืชื•ืชื‘ื•ืช ืื• ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื. ื”ื“ื‘ืจ ืžืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœื”ืคืขื™ืœ ืืช ื”ืžื›ืฉื™ืจื™ื ื”ืžืกื™ื™ืขื™ื ืฉืœื”ื ื‘ืจืžืช ืฉืœื™ื˜ื” ืฉื‘ืขื‘ืจ ื”ื™ื” ืงืฉื” ืœื”ืฉื™ื’. ื‘ืืžืฆืขื•ืช ืžืชืŸ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช ืœืœื›ื•ื“ ืื•ืชื•ืช ืžื•ื—, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืคืจ ืžืฉืžืขื•ืชื™ืช ืืช ื”ืขืฆืžืื•ืช ื•ืืช ืื™ื›ื•ืช ื”ื—ื™ื™ื ืฉืœ ืื“ื. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ื”ื™ื ื›ืœื™ ืจื‘-ืขื•ืฆืžื” ืœืฉื™ืงื•ื ืชืคืงื•ื“ ื•ืœืืคืฉืจ ืœืžืฉืชืžืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ื—ื•ืคืฉื™ืช ื™ื•ืชืจ ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืœืขื•ืžืช ืžืžืฉืงื™ BCI ืื—ืจื™ื

ื›ืืฉืจ ืืชื ืฉื•ืžืขื™ื ืดืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ืด, ืืชื ืื•ืœื™ ืžื“ืžื™ื™ื ื™ื ืงืกื“ื” ืžื•ืจื›ื‘ืช ืขื ืขืฉืจื•ืช ื—ื•ื˜ื™ื, ืžืฉื”ื• ืฉืจื•ืื™ื ืจืง ื‘ืžืขื‘ื“ืช ืžื—ืงืจ. ืืžื ื ื”ืžืขืจื›ื•ืช ื”ืืœื” ืขื•ืฆืžืชื™ื•ืช ืœื”ืคืœื™ื, ืื‘ืœ ื”ืขื•ืœื ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCI) ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื™ื™ืฆื’ื•ืช ื’ื™ืฉื” ืฉื•ื ื”, ื›ื–ื• ืฉืžืขื“ื™ืคื” ื ื•ื—ื•ืช ื•ื ื’ื™ืฉื•ืช ืœื™ื™ืฉื•ืžื™ื ื™ื•ืžื™ื•ืžื™ื™ื.

ื”ื”ื‘ื“ืœ ื”ืขื™ืงืจื™ ืžืชืžืฆื” ื‘ืคืฉืจื” ื‘ื™ืŸ ืงืœื•ืช ืฉื™ืžื•ืฉ ืœื‘ื™ืŸ ืžื•ืจื›ื‘ื•ืช ื”ื ืชื•ื ื™ื. ืงืกื“ื•ืช EEG ืจื‘-ืขืจื•ืฆื™ื•ืช ืžืกื•ืจืชื™ื•ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ื‘ืจื–ื•ืœื•ืฆื™ื” ื’ื‘ื•ื”ื” ืžื ืงื•ื“ื•ืช ืจื‘ื•ืช ืขืœ ืคื ื™ ื”ืงืจืงืคืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืื™ื“ื™ืืœื™ื•ืช ืœืžื—ืงืจื™ื ืžื“ืขื™ื™ื ืžืคื•ืจื˜ื™ื ื•ืœืคื™ืชื•ื— BCI ืžืชืงื“ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ืœืขื•ืžืช ื–ืืช, ืžืฉืชืžืฉื•ืช ื‘ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื ืฉืžืžื•ืงืžื™ื ื‘ื“ื™ืกืงืจื˜ื™ื•ืช ื‘ืื•ื–ืŸ. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืงืœื•ืช ืžืื•ื“ ืœืฉื™ืžื•ืฉ ืขื‘ื•ืจ ืžืฉื™ืžื•ืช ืžืกื•ื™ืžื•ืช, ื›ืžื• ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื—ื›ืžื™ื ืื• ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืชื•ื›ื ื”, ื‘ืœื™ ื”ื”ืชืงื ื” ื”ืžื•ืจื›ื‘ืช ืฉืœ ืงืกื“ื” ืžืœืื”.

ื”ื‘ื—ื™ืจื” ื‘ื™ื ื™ื”ืŸ ืื™ื ื” ืฉืืœื” ืฉืœ ืžื” ื˜ื•ื‘ ื™ื•ืชืจ, ืืœื ืฉืœ ืžื” ืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืขื‘ื•ืจ ื—ื•ืงืจ ืฉืฆืจื™ืš ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ืœืžื—ืงืจ, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื›ืœื™ ื”ื ื›ื•ืŸ. ืขื‘ื•ืจ ืžื™ ืฉืจื•ืฆื” ื“ืจืš ืคืฉื•ื˜ื” ื•ืœื ืคื•ืœืฉื ื™ืช ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืืคืฉืจื•ืช ื ื”ื“ืจืช. ื”ืŸ ืคื•ืชื—ื•ืช ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ, ื•ืžืขื‘ื™ืจื•ืช ืื•ืชื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•.

ื ื’ื™ืฉื•ืช ื•ืงืœื•ืช ืฉื™ืžื•ืฉ

ืื—ื“ ื”ื™ืชืจื•ื ื•ืช ื”ื’ื“ื•ืœื™ื ื‘ื™ื•ืชืจ ืฉืœ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ื›ืžื” ืงืœ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ. ื”ืžื‘ื ื” ื”ืžื•ื›ืจ ื•ื”ื“ื™ืกืงืจื˜ื™ ืฉืœื”ืŸ ื”ื•ืคืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ืœืคื—ื•ืช ืžืื™ื™ืžืช ื•ื™ื•ืชืจ ื ื’ื™ืฉื” ืœื›ื•ืœื. ืคืฉื•ื˜ ืžื ื™ื—ื™ื ืื•ืชืŸ ื‘ืื•ื–ื ื™ื™ื ื›ืžื• ื›ืœ ืื•ื–ื ื™ื•ืช ืื—ืจื•ืช. ื”ืคืฉื˜ื•ืช ื”ื–ื• ื—ืฉื•ื‘ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกื™ื™ืขืช. ืขื‘ื•ืจ ืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืื• ืืชื’ืจื™ ื ื™ื™ื“ื•ืช ืื—ืจื™ื, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื™ืขื•ืช ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื. ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืžื•ื— ื•ืชื ื•ืขื•ืช ืคื ื™ื ืขื“ื™ื ื•ืช, ืื• ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช, ื”ืŸ ื™ื›ื•ืœื•ืช ืœืชืจื’ื ืืช ื›ื•ื•ื ืช ื”ืžืฉืชืžืฉ ืœืคืงื•ื“ื”, ื•ืœืขื–ื•ืจ ืœื• ืœืฉืœื•ื˜ ื‘ื›ื™ืกืื•ืช ื’ืœื’ืœื™ื, ืžื—ืฉื‘ื™ื ื•ืžื›ืฉื™ืจื™ื ื—ื™ื•ื ื™ื™ื ืื—ืจื™ื.

ื ื™ื™ื“ื•ืช ื•ืขืœื•ืช

ื‘ื”ืฉื•ื•ืื” ืœืงืกื“ื•ืช EEG ืžืกื•ืจืชื™ื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื ื™ื™ื“ื•ืช ืœื”ืคืœื™ื. ืืคืฉืจ ืคืฉื•ื˜ ืœื”ื›ื ื™ืก ืื•ืชืŸ ืœื›ื™ืก ื•ืœืงื—ืช ืื•ืชืŸ ืœื›ืœ ืžืงื•ื, ืžื” ืฉื”ื•ืคืš ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื™ืช BCI ื‘ื“ืจื›ื™ื ืœืืคืฉืจื™. ื”ื ื™ื™ื“ื•ืช ื”ื–ื• ื”ื™ื ืฆืขื“ ื’ื“ื•ืœ ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ื™ื™ืฉื•ืžื™ื ื‘ืขื•ืœื ื”ืืžื™ืชื™ ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช. ื‘ื“ืจืš ื›ืœืœ, ืžื›ืฉื™ืจื™ื ืขื ืคื—ื•ืช ื—ื™ื™ืฉื ื™ื, ื›ืžื• MN8 ืฉืœื ื•, ื ื•ื˜ื™ื ืœื”ื™ื•ืช ื–ื•ืœื™ื ื™ื•ืชืจ ืžืžืขืจื›ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ื ืงื•ื“ืช ืžื—ื™ืจ ื ืžื•ื›ื” ื™ื•ืชืจ ื–ื• ื”ื•ืคื›ืช ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ื’ื™ืฉื” ืœื™ื•ืชืจ ืื ืฉื™ื, ืžืžืคืชื—ื™ื ืฉืžืชื ืกื™ื ื‘ืจืขื™ื•ืŸ ื—ื“ืฉ ื•ืขื“ ืื ืฉื™ื ืฉืžื—ืคืฉื™ื ื›ืœื™ื ืžืกื™ื™ืขื™ื ื—ื“ืฉื™ื.

ื–ืžืŸ ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœ ื”ื”ืชืงื ื”

ื”ืชื—ืœืช ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื™ื ืžื”ื™ืจื” ื•ืคืฉื•ื˜ื”. ืื™ืŸ ื—ื•ื˜ื™ื ืžืกื•ื‘ื›ื™ื ืœื—ื‘ืจ ืื• ื—ื™ื™ืฉื ื™ื ืœื›ื•ื•ื ืŸ. ื—ื•ื•ื™ื™ืช ืดื”ื›ื ืก ื•ื”ืคืขืœืด ื”ื–ื• ืขื•ืžื“ืช ื‘ื ื™ื’ื•ื“ ื—ื“ ืœื”ืชืงื ื” ื”ื ื“ืจืฉืช ืขื‘ื•ืจ ืงืกื“ื•ืช EEG ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื”. ืœื“ื•ื’ืžื”, ืžื›ืฉื™ืจื™ื ื‘ืจืžืช ืžื—ืงืจ ื›ืžื• Flex ืฉืœื ื• ื“ื•ืจืฉื™ื ืžื™ืงื•ื ืžื“ื•ื™ืง ืฉืœ ื›ืœ ื—ื™ื™ืฉืŸ ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื—ื™ื‘ื•ืจ ืื™ื›ื•ืชื™. ืืžื ื ื”ื“ื™ื•ืง ื”ื–ื” ื ื—ื•ืฅ ืขื‘ื•ืจ ืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜, ืื‘ืœ ื”ื•ื ืœื ืžืขืฉื™ ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžื‘ื˜ืœื•ืช ืืช ื”ืžื•ืจื›ื‘ื•ืช ื”ื–ื•, ื•ืžืืคืฉืจื•ืช ืœื›ื ืœื”ืชื—ื‘ืจ ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื ื•ืœื”ืชื—ื™ืœ ืœืชืช ืคืงื•ื“ื•ืช ื‘ืชื•ืš ื“ืงื•ืช.

ืื™ื›ื•ืช ื•ืืžื™ื ื•ืช ื”ืื•ืช

ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-BCI ื”ื ื›ื•ื ื” ืชืžื™ื“ ืชืœื•ื™ื” ื‘ืžืฉื™ืžื” ื”ืขื•ืžื“ืช ืœืคื ื™ื›ื. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืฆื•ื™ื ื•ืช ื‘ื–ื™ื”ื•ื™ ืื•ืชื•ืช ื‘ืจื•ืจื™ื ื•ืกืคืฆื™ืคื™ื™ื, ื›ืžื• ื“ืคื•ืกื™ ื’ืœื™ ืžื•ื— ื—ื–ืงื™ื ื”ืงืฉื•ืจื™ื ืœืจื™ื›ื•ื– ืื• ืœื”ืจืคื™ื”, ื•ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช. ื–ื” ื”ื•ืคืš ืื•ืชืŸ ืœืžื•ืฉืœืžื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉืžืชื‘ืกืกื™ื ืขืœ ื›ืžื” ืคืงื•ื“ื•ืช ืคืฉื•ื˜ื•ืช. ืขื ื–ืืช, ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ื ืฉื“ื•ืจืฉื™ื ืžื‘ื˜ ืžืงื™ืฃ ื™ื•ืชืจ ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ืงืกื“ื” ืจื‘-ืขืจื•ืฆื™ืช ื”ื™ื ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื™ื•ืชืจ. ืžื›ืฉื™ืจื™ื ืขื ื™ื•ืชืจ ื—ื™ื™ืฉื ื™ื ืœื•ื›ื“ื™ื ื ืชื•ื ื™ื ืžืื–ื•ืจื™ื ืžืจื•ื‘ื™ื ืฉืœ ื”ืžื•ื— ื‘ื•-ื–ืžื ื™ืช, ื•ืžืกืคืงื™ื ืžืขืจืš ื ืชื•ื ื™ื ืขืฉื™ืจ ื•ืžืคื•ืจื˜ ื™ื•ืชืจ ืœื ื™ืชื•ื— ืžื•ืจื›ื‘ ื‘ืชื—ื•ืžื™ื ื›ืžื• ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืื• ืžื—ืงืจื™ ื‘ื™ืฆื•ืขื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืžืชืงื“ืžื™ื.

ื•ืžื” ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”?

ื›ื›ืœ ืฉืื ื• ื—ื•ืงืจื™ื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืฉืžืงื™ื™ืžื•ืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื ื•, ื˜ื‘ืขื™ ืœื—ืœื•ื˜ื™ืŸ ืฉื™ื”ื™ื• ืฉืืœื•ืช ืœื’ื‘ื™ ืคืจื˜ื™ื•ืช ื•ืื‘ื˜ื—ื”. ื‘ื›ื ื•ืช, ื–ื”ื• ืฉื™ื— ืฉืื ื—ื ื• ืฆืจื™ื›ื™ื ืœื ื”ืœ. ื›ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจ ื›ืžื• ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ื“ืื™ ืฉืชืจื’ื™ืฉื• ื‘ื˜ื•ื—ื™ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื•ืฉืืชื ื‘ืฉืœื™ื˜ื”. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ืžืคืจื˜ ื˜ื›ื ื™; ื–ื” ืขื ื™ื™ืŸ ืฉืœ ื‘ื ื™ื™ืช ืืžื•ืŸ ื•ื›ื™ื‘ื•ื“ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื. ื‘-Emotiv, ืื ื—ื ื• ื ื™ื’ืฉื™ื ืœืื—ืจื™ื•ืช ื”ื–ื• ื‘ืจืฆื™ื ื•ืช ื”ืจืื•ื™ื” ืœื”, ื•ืžืชืžืงื“ื™ื ื‘ืืจื‘ืขื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื’ื ื” ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื, ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื, ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ื‘ืจื•ืจื” ืฉืœ ื”ืžืฉืชืžืฉ, ื•ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืฉืœ ืชืื™ืžื•ืช.

ื”ื“ื™ื•ืŸ ืกื‘ื™ื‘ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื•ื ืชื•ื ื™ื ืžืชืคืชื— ื‘ืžื”ื™ืจื•ืช, ื•ื—ืฉื•ื‘ ืœื ื• ืฉื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื™ืจื’ื™ืฉื• ืฉื”ื ืžืงื‘ืœื™ื ืžื™ื“ืข ื•ืžื•ืขืฆืžื™ื. ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ื”ื ืื™ืฉื™ื™ื, ื•ื”ืžื—ื•ื™ื‘ื•ืช ืฉืœื ื• ื”ื™ื ืœื”ืชื™ื™ื—ืก ืืœื™ื”ื ื›ืš. ืื ื—ื ื• ืžืืžื™ื ื™ื ืฉื›ื•ื—ื• ืฉืœ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื’ืŸ ืขืœ ื”ืื ืฉื™ื ืฉืžืฉืชืžืฉื™ื ื‘ื”. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืœืชื›ื ืŸ ืืช ื”ื—ื•ืžืจื” ื•ื”ืชื•ื›ื ื” ืฉืœื ื•, ื›ืžื• Emotiv App, ื›ืš ืฉื”ืคืจื˜ื™ื•ืช ืชื”ื™ื” ื‘ืžืจื›ื–, ื•ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื˜ืคืœื™ื ื‘ื ืชื•ื ื™ื ืฉืœื›ื ื‘ื›ืœ ืฉืœื‘. ื–ื• ืœื ืžื—ืฉื‘ื” ื‘ื“ื™ืขื‘ื“; ื–ื”ื• ื—ืœืง ื™ืกื•ื“ื™ ืžื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืคื•ืขืœื™ื.

ื”ื’ื ื” ืขืœ ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช

ืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช ื”ื™ื ื”ืจืขื™ื•ืŸ ืฉืคืขื™ืœื•ืช ื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ื›ืช ืœื›ื. ื–ื”ื• ื–ื›ื•ืช ื™ืกื•ื“ ื‘ืขื™ื“ืŸ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”. ื”ืžื•ืฉื’ ื”ื–ื” ืฆื•ื‘ืจ ืชืื•ืฆื” ืขื“ ื›ื“ื™ ื›ืš ืฉื—ืœืง ืžื”ืžื“ื™ื ื•ืช ื™ื•ืฆืจื•ืช ื—ื•ืงื™ื ื—ื“ืฉื™ื ื›ื“ื™ ืœื”ื’ืŸ ืขืœ ืžื” ืฉื”ืŸ ืžื›ื ื•ืช ืดื ื•ื™ืจื•-ื–ื›ื•ื™ื•ืชืด, ื•ื‘ื›ืš ืงื•ื‘ืขื•ืช ืžืกื’ืจืช ืžืฉืคื˜ื™ืช ืœืคืจื˜ื™ื•ืช ืžื ื˜ืœื™ืช. ื—ืฉื•ื‘ ืœื”ื‘ื”ื™ืจ: ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชื•ื›ื ื ื•ืช ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ืŸ ืžื–ื”ื•ืช ื“ืคื•ืกื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื— ืฉืืชื ืžื™ื™ืฆืจื™ื ื‘ืžื›ื•ื•ืŸ ื›ื“ื™ ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ. ืื ื• ืžื—ื•ื™ื‘ื™ื ืœืฉืžื•ืจ ืขืœ ื”ืคืจื˜ื™ื•ืช ื”ืžื ื˜ืœื™ืช ืฉืœื›ื ื‘ืืžืฆืขื•ืช ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ืชืฉืžืฉ ื›ื›ืœื™ ืฉืืชื ืžืคืขื™ืœื™ื, ื•ืœื ื›ื—ืœื•ืŸ ืืœ ืชื•ืš ื”ืžื•ื— ืฉืœื›ื.

ืื‘ื˜ื—ืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื

ืื ื• ืžืชื™ื™ื—ืกื™ื ืœื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื‘ืจืžืช ื”ื–ื”ื™ืจื•ืช ื”ื’ื‘ื•ื”ื” ื‘ื™ื•ืชืจ, ื•ืžื˜ืคืœื™ื ื‘ื”ื ื›ื‘ืจื™ืจืช ืžื—ื“ืœ ื›ืžื™ื“ืข ืื™ืฉื™ ืจื’ื™ืฉ. ืคื™ืจื•ืฉ ื”ื“ื‘ืจ ื”ื•ื ืฉื”ื ืชื•ื ื™ื ืฉืœื›ื ืžื•ื’ื ื™ื ื‘ื”ืฆืคื ื” ื—ื–ืงื” ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืฉื•ื“ืจื™ื ืžื”ืื•ื–ื ื™ื•ืช ื•ื”ืŸ ื‘ื–ืžืŸ ืฉื”ื ืžืื•ื—ืกื ื™ื. ืคืจื•ื˜ื•ืงื•ืœื™ ื”ืื‘ื˜ื—ื” ืฉืœื ื• ื ื•ืขื“ื• ืœืžื ื•ืข ื’ื™ืฉื” ื‘ืœืชื™ ืžื•ืจืฉื™ืช ื•ืœืชืช ืœื›ื ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ืฉืœื›ื. ื‘ื”ืชืื ืœื”ื ื—ื™ื•ืช ืฉืœ ืžื•ืžื—ื™ ืคืจื˜ื™ื•ืช, ืื ื• ืžื™ื™ืฉืžื™ื ืกื˜ื ื“ืจื˜ื™ื ืžื—ืžื™ืจื™ื ืฉืœ ื”ืกื›ืžื”, ืžื’ื‘ืœื•ืช ืฉืžื™ืจืช ื ืชื•ื ื™ื ื•ื›ืœืœื™ ืฉื™ืชื•ืฃ. ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืขืœ ืžื™ ืจืฉืื™ ืœืจืื•ืช ืืช ื”ื ืชื•ื ื™ื ืฉืœื›ื ื•ืœืžืฉืš ื›ืžื” ื–ืžืŸ. ื”ืžื˜ืจื” ืฉืœื ื• ื”ื™ื ืœืกืคืง ืกื‘ื™ื‘ื” ืžืื•ื‘ื˜ื—ืช, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื—ืงื•ืจ ืืช ื”ืืคืฉืจื•ื™ื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืจืืฉ ืฉืงื˜.

ื”ื‘ื ืช ื”ืกื›ืžืช ื”ืžืฉืชืžืฉ ื•ืฉืงื™ืคื•ืช

ืืžื•ืŸ ื ื‘ื ื” ืขืœ ืฉืงื™ืคื•ืช. ื™ืฉ ืœื›ื ื–ื›ื•ืช ืœื“ืขืช ื‘ื“ื™ื•ืง ืื™ืœื• ื ืชื•ื ื™ื ื ืืกืคื™ื ื•ืื™ืš ื”ื ื™ืฉืžืฉื•. ื—ื•ืกืจ ืฉืงื™ืคื•ืช ืขืœื•ืœ ืœืขืจืขืจ ืืช ืืžื•ืŸ ื”ืžืฉืชืžืฉ, ื•ืœื›ืŸ ืื ื• ืฉืžื™ื ื“ื’ืฉ ืขืœ ืชืงืฉื•ืจืช ื‘ืจื•ืจื” ื•ื™ืฉื™ืจื”. ืœืคื ื™ ืฉืชืฉืชืžืฉื• ื‘ืžื•ืฆืจื™ื ืฉืœื ื•, ืื ื• ืžืกืคืงื™ื ืžื™ื“ืข ืฉืงืœ ืœื”ื‘ื™ืŸ ืขืœ ื ื•ื”ืœื™ ื”ื ืชื•ื ื™ื ืฉืœื ื•. ืชืžื™ื“ ื ื‘ืงืฉ ืืช ื”ืกื›ืžืชื›ื ื”ืžืคื•ืจืฉืช ืœืคื ื™ ืฉื ืฉืชืžืฉ ื‘ื ืชื•ื ื™ื ืฉืœื›ื ืœื›ืœ ื“ื‘ืจ ืžืขื‘ืจ ืœืคื•ื ืงืฆื™ื•ื ืœื™ื•ืช ื”ืœื™ื‘ื” ืฉืœ ื”ืžื›ืฉื™ืจ, ืœืžืฉืœ ืœืžื˜ืจื•ืช ืžื—ืงืจ. ืžื“ื™ื ื™ื•ืช ื”ืคืจื˜ื™ื•ืช ืฉืœื ื• ื ื›ืชื‘ืช ื›ื“ื™ ืฉืชื”ื™ื” ืžื•ื‘ื ืช, ืœื ืžื‘ืœื‘ืœืช, ื›ื™ ืœืขื•ืœื ืœื ืืžื•ืจื” ืœื”ื™ื•ืช ืœื›ื ืกื™ื‘ื” ืœื ื—ืฉ ื›ื™ืฆื“ ืžื˜ืคืœื™ื ื‘ืžื™ื“ืข ื”ืื™ืฉื™ ืฉืœื›ื.

ืขืžื™ื“ื” ื‘ืกื˜ื ื“ืจื˜ื™ ืชืื™ืžื•ืช

ื”ื ื•ืฃ ื”ืžืฉืคื˜ื™ ื•ื”ืืชื™ ืฉืœ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืคืชื— ื›ืœ ื”ื–ืžืŸ, ื•ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื™ื•ืช ืžื•ื‘ื™ืœื™ื ืื—ืจืื™ื™ื ื‘ืชื—ื•ื. ืื ื• ืขื•ืงื‘ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ืื—ืจ ืฉื™ื—ื•ืช ื’ืœื•ื‘ืœื™ื•ืช ื•ืžืงืคื™ื“ื™ื ืขืœ ืชืงื ื•ืช ื”ื’ื ืช ืžื™ื“ืข ืžื‘ื•ืกืกื•ืช ื›ืžื• GDPR. ืืจื’ื•ื ื™ื ื›ืžื• UNESCO ืžืคืชื—ื™ื ืžืกื’ืจืช ืืชื™ืช ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืื ื• ืจื•ืื™ื ื‘ื”ื ื—ื™ื•ืช ื”ืœืœื• ื—ื™ื•ื ื™ื•ืช ืœื”ื‘ื˜ื—ืช ื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ื‘ืืžืฆืขื•ืช ืžืขื•ืจื‘ื•ืช ืžืชืžืฉื›ืช ื‘ืกื˜ื ื“ืจื˜ื™ื ื”ืืœื”, ื ื•ื›ืœ ืœื”ื‘ื˜ื™ื— ืฉื”ืคืจืงื˜ื™ืงื•ืช ืฉืœื ื• ืœื ืจืง ืขื•ืžื“ื•ืช ื‘ื“ืจื™ืฉื•ืช ื”ื—ื•ืงื™ื•ืช ื”ื ื•ื›ื—ื™ื•ืช, ืืœื ื’ื ืชื•ืืžื•ืช ืืช ื”ืขืงืจื•ื ื•ืช ื”ืืชื™ื™ื ื”ื’ื‘ื•ื”ื™ื ื‘ื™ื•ืชืจ ืœื˜ื•ื‘ืช ื”ืžืฉืชืžืฉื™ื ืฉืœื ื• ื•ื”ื—ื‘ืจื”.

ืืชื’ืจื™ื ืืคืฉืจื™ื™ื ืœืžืฉืชืžืฉื™ื

ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ื—ื“ืฉื” ืžื’ื™ืขื” ืขื ืขืงื•ืžืช ืœืžื™ื“ื”, ื•ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ื™ื•ืฆืื•ืช ืžืŸ ื”ื›ืœืœ. ืืฃ ืฉื”ืŸ ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ื›ื“ืื™ ืœืงื‘ืœ ืชืžื•ื ื” ืžืฆื™ืื•ืชื™ืช ืฉืœ ืžื” ืœืฆืคื•ืช ื›ืฉืžืชื—ื™ืœื™ื. ื—ืฉื™ื‘ื” ืขืœ ื”ืžื›ืฉื•ืœื™ื ื”ืคื•ื˜ื ืฆื™ืืœื™ื™ื ื”ืืœื” ืื™ื ื” ื ื•ืขื“ื” ืœื”ืจืชื™ืข ืืชื›ื; ื”ื™ื ื ื•ืขื“ื” ืœื”ื›ื™ืŸ ืืชื›ื, ื›ื“ื™ ืฉืชื•ื›ืœื• ืœื”ืคื™ืง ืืช ื”ืžืจื‘ ืžื”ื—ื•ื•ื™ื”. ื”ื—ืœ ืžื›ื•ื•ื ื•ืŸ ืžื“ื•ื™ืง ืฉืœ ื”ืฉืœื™ื˜ื” ื•ืขื“ ืœื”ื‘ื ืช ื”ื”ืฉืงืขื”, ื™ืฉ ื›ืžื” ื’ื•ืจืžื™ื ืฉื›ื“ืื™ ืœืฉืงื•ืœ. ืžื•ื“ืขื•ืช ืœื”ื™ื‘ื˜ื™ื ื”ืืœื” ืžื”ื”ืชื—ืœื” ืชืขื–ื•ืจ ืœื›ื ืœื”ืกืชื’ืœ ื‘ืฆื•ืจื” ื—ืœืงื” ื™ื•ืชืจ ื•ืœื”ืขืจื™ืš ื‘ืžืœื•ืื” ื›ื™ืฆื“ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื›ื•ืœื” ืœื”ืฉืชืœื‘ ื‘ื—ื™ื™ื›ื. ื–ื” ื—ืœืง ืžื”ืžืกืข ื›ืฉืืชื ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ืฉืœ ื“ืจืš ื—ื“ืฉื” ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื.

ื“ื™ื•ืง ื•ืืžื™ื ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืคื•ืขืœื•ืช ืขืœ ื™ื“ื™ ืชืจื’ื•ื ืื•ืชื•ืช ื”ืžื•ื— ื•ื”ืžื—ื•ื•ืช ื”ื–ืขื™ืจื•ืช ืฉืœื›ื, ื›ืžื• ื›ื™ื•ื•ืฅ ืœืกืช, ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžืื—ืจ ืฉื”ืคื™ื–ื™ื•ืœื•ื’ื™ื” ืฉืœ ื›ืœ ืื—ื“ ืฉื•ื ื” ืžืขื˜, ื™ื™ืชื›ืŸ ืฉืชื‘ื—ื™ื ื• ื‘ืชื—ื™ืœื” ื‘ืฉื•ื ื•ืช ืžืกื•ื™ืžืช ื‘ื“ื™ื•ืง ืฉื‘ื• ื”ืžื›ืฉื™ืจ ืžืคืจืฉ ืืช ื”ืคืขื•ืœื•ืช ืฉืœื›ื. ืœื•ืงื— ื–ืžืŸ ืœื›ื ื•ืœืžื›ืฉื™ืจ ืœื”ืกืชื ื›ืจืŸ. ื—ืฉื‘ื• ืขืœ ื–ื” ืคื—ื•ืช ื›ื›ืœื™ ืฉืืชื ืคืฉื•ื˜ ืžืฉืชืžืฉื™ื ื‘ื• ื•ื™ื•ืชืจ ื›ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืฉืืชื ื‘ื•ื ื™ื ืื™ืชื• ืฉื•ืชืคื•ืช. ืฉื™ืžื•ืฉ ืขืงื‘ื™ ืขื•ื–ืจ ืœืžืขืจื›ืช ืœืœืžื•ื“ ืืช ื”ื“ืคื•ืกื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื, ื•ืžื•ื‘ื™ืœ ืขื ื”ื–ืžืŸ ืœืฉืœื™ื˜ื” ืืžื™ื ื” ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ.

ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช

ื›ืืฉืจ ืื ืฉื™ื ืฉื•ืžืขื™ื ืขืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื—, ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื“ืื’ื” ืžืจื›ื–ื™ืช. ื”ื—ื“ืฉื•ืช ื”ื˜ื•ื‘ื•ืช ื”ืŸ ืฉืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื ืคื•ืœืฉื ื™ืช. ื‘ื ื™ื’ื•ื“ ืœื”ืฉืชืœื•ืช ืžื•ื—ื™ื•ืช ืฉื“ื•ืจืฉื•ืช ื ื™ืชื•ื—, ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืคืฉื•ื˜ ื ื—ื™ื ื‘ืชื•ืš ื”ืื•ื–ืŸ ืื• ืขืœื™ื”, ื‘ื“ื•ืžื” ืœืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช. ื”ืขื™ืฆื•ื‘ ื”ื–ื” ืžืกื™ืจ ืืช ืกื™ื›ื•ื ื™ ื”ื‘ืจื™ืื•ืช ื”ื›ืจื•ื›ื™ื ื‘ื”ืœื™ื›ื™ื ืคื•ืœืฉื ื™ื™ื. ืžื•ืฆืจื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืชื•ื›ื ื ื™ื ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™, ื•ืžืฆื™ืขื™ื ื“ืจืš ื‘ื˜ื•ื—ื” ื•ื ื’ื™ืฉื” ืœื›ืœ ืื—ื“ ืœืขื‘ื•ื“ ืขื ื ืชื•ื ื™ EEG ื‘ืœื™ ืฆื•ืจืš ื‘ื”ืœื™ืš ืจืคื•ืื™ ืื• ื‘ืžื—ื•ื™ื‘ื•ืช ื’ื“ื•ืœื”.

ืชืงื•ืคืช ื”ืœืžื™ื“ื” ื•ื”ื”ืกืชื’ืœื•ืช

ื‘ื“ื™ื•ืง ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ื‘ืœื™ ืœื”ืกืชื›ืœ ืขืœ ื”ืžืงืฉื™ื, ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื“ื•ืจืฉ ืžืขื˜ ืชืจื’ื•ืœ ืขื“ ืฉื–ื” ืžืจื’ื™ืฉ ื˜ื‘ืขื™. ื‘ืชื—ื™ืœื”, ืกื‘ื™ืจ ืฉืชืฆื˜ืจื›ื• ืœื”ืชืจื›ื– ื‘ืžื›ื•ื•ืŸ ื‘ืžื—ื•ื•ื” ื”ื–ืขื™ืจื” ืื• ื‘ืคืงื•ื“ื” ื”ืžื ื˜ืœื™ืช ื”ืกืคืฆื™ืคื™ืช ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื”, ื›ืžื• ื“ื™ืœื•ื’ ืขืœ ืฉื™ืจ ืื• ืขืžืขื•ื ื”ืื•ืจื•ืช. ื–ื”ื• ืชื”ืœื™ืš ืฉืœ ื‘ื ื™ื™ืช ืžืกืœื•ืœื™ื ืขืฆื‘ื™ื™ื ื—ื“ืฉื™ื, ื‘ื–ืžืŸ ืฉื”ืžื•ื— ืฉืœื›ื ืœื•ืžื“ ืœืชืงืฉืจ ืขื ื”ืžื›ืฉื™ืจ. ื”ื™ื• ืกื‘ืœื ื™ื™ื ืขื ืขืฆืžื›ื ื‘ืฉืœื‘ ื”ื–ื”. ืขื ืงืฆืช ื–ืžืŸ ื•ืชืจื’ื•ืœ ืขืงื‘ื™, ื”ืคืขื•ืœื•ืช ื”ื—ื“ืฉื•ืช ื”ืืœื” ื™ืชื—ื™ืœื• ืœื”ืจื’ื™ืฉ ื›ืžื• ื˜ื‘ืข ืฉื ื™.

ืขืœื•ืช ื•ื–ืžื™ื ื•ืช ื›ืœืœื™ืช

ื›ืžื• ื‘ืจื•ื‘ ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืžืชืงื“ืžื•ืช, ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืจืืฉื•ื ื•ืช ื‘ืฉื•ืง ืขืฉื•ื™ื•ืช ืœื”ื™ื•ืช ื”ืฉืงืขื” ืžืฉืžืขื•ืชื™ืช. ื”ืžื—ื™ืจ ืžืฉืงืฃ ืืช ืฉื ื•ืช ื”ืžื—ืงืจ, ื”ื—ื™ื™ืฉื ื™ื ื”ืžืชืงื“ืžื™ื ื•ื”ืชื•ื›ื ื” ื”ืžื•ืจื›ื‘ืช ื”ื ื“ืจืฉื™ื ื›ื“ื™ ืœื’ืจื•ื ืœื”ืŸ ืœืคืขื•ืœ. ืขื‘ื•ืจ ืจื‘ื™ื, ื”ืขืœื•ืช ืฉืœ ืœื”ื™ื•ืช ืžืืžืฆื™ื ืžื•ืงื“ืžื™ื ื™ื›ื•ืœื” ืœื”ื™ื•ืช ื—ืกื ืืžื™ืชื™. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ ื•ืชื”ืคื•ืš ืœื ืคื•ืฆื” ื™ื•ืชืจ, ื”ืžื—ื™ืจื™ื ื›ื›ืœ ื”ื ืจืื” ื™ื”ืคื›ื• ื ื’ื™ืฉื™ื ื™ื•ืชืจ. ื‘ื™ื ืชื™ื™ื, ื—ืฉื•ื‘ ืœืฉืงื•ืœ ืืช ื”ืขืœื•ืช ืžื•ืœ ื”ืชื•ืขืœืช ืœืฆืจื›ื™ื ื”ืกืคืฆื™ืคื™ื™ื ืฉืœื›ื ื•ืœื—ืงื•ืจ ืืช ืงืกื“ื•ืช ื”-EEG ื”ืฉื•ื ื•ืช ื”ื–ืžื™ื ื•ืช ื›ื“ื™ ืœืžืฆื•ื ืืคืฉืจื•ืช ืฉืชื•ืืžืช ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื.

ื›ื™ืฆื“ ืœื‘ื—ื•ืจ ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช

ืžืฆื™ืืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ื”ืžืชืื™ืžื•ืช ืžืจื’ื™ืฉื” ืงืฆืช ื›ืžื• ืœืžืฆื•ื ืืช ื–ื•ื’ ื ืขืœื™ ื”ืจื™ืฆื” ื”ืžื•ืฉืœื. ื”ื‘ื—ื™ืจื” ื”ื˜ื•ื‘ื” ื‘ื™ื•ืชืจ ื‘ืืžืช ืชืœื•ื™ื” ื‘ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืขืฉื•ืช ืื™ืชืŸ. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืช ื”ื“ื‘ืจ ื”ื’ื“ื•ืœ ื”ื‘ื ื‘-BCI, ื—ื•ืงืจื™ื ืฉืื•ืกืคื™ื ื ืชื•ื ื™ื, ืื• ืฉืืชื ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื—ืงื•ืจ ืืช ื“ืคื•ืกื™ ื”ืงื•ื’ื ื™ืฆื™ื” ืฉืœื›ื, ืžื›ืฉื™ืจื™ื ืฉื•ื ื™ื ื ื‘ื ื• ืœืžื˜ืจื•ืช ืฉื•ื ื•ืช. ื›ื“ื™ ืœืงื‘ืœ ื”ื—ืœื˜ื” ืžื•ืฉื›ืœืช, ืชืจืฆื• ืœื‘ื—ื•ืŸ ื›ืžื” ืชื—ื•ืžื™ื ืžืจื›ื–ื™ื™ื: ื”ื—ื•ืžืจื” ืขืฆืžื”, ื”ืชื•ื›ื ื” ืฉืขืœื™ื” ื”ื™ื ืคื•ืขืœืช, ืขื“ ื›ืžื” ื”ืชื›ื•ื ื•ืช ืฉืœื” ืžืชืื™ืžื•ืช ืœืฆืจื›ื™ื ืฉืœื›ื, ื•ื›ืžื•ื‘ืŸ, ื”ืžื—ื™ืจ. ื—ืฉื™ื‘ื” ืขืœ ื”ื ืงื•ื“ื•ืช ื”ืืœื” ืชืขื–ื•ืจ ืœื›ื ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืœื ืจืง ื™ืชืื™ื ืœืื•ื–ื ื™ื™ื ืฉืœื›ื, ืืœื ื’ื ื™ืฉืชืœื‘ ืขื ื”ืฉืื™ืคื•ืช ืฉืœื›ื.

ื”ืขืจื™ื›ื• ืืช ื”ื—ื•ืžืจื”

ืงื•ื“ื ื›ื•ืœ, ื‘ื•ืื• ื ื“ื‘ืจ ืขืœ ื”ืžื›ืฉื™ืจ ื”ืคื™ื–ื™. ืืชื ืขืชื™ื“ื™ื ืœืขื ื•ื“ ืื•ืชื•, ื•ืœื›ืŸ ื ื•ื—ื•ืช ื”ื™ื ื”ืžืคืชื—. ื—ืคืฉื• ืื•ื–ื ื™ื•ืช ืงืœื•ืช ืžืฉืงืœ ืฉืžื’ื™ืขื•ืช ืขื ื’ื“ืœื™ ืงืฆื•ื•ืช ืฉื•ื ื™ื ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ื”ืชืืžื” ืฆืžื•ื“ื” ื•ื‘ื˜ื•ื—ื”. ื—ื™ื™ ื”ืกื•ืœืœื” ื”ื ื’ื•ืจื ื—ืฉื•ื‘ ื ื•ืกืฃ, ื‘ืžื™ื•ื—ื“ ืื ืืชื ืžืชื›ื ื ื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš. ืžืขื‘ืจ ืœื‘ืกื™ืก, ืฉื™ืžื• ืœื‘ ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ื—ื™ื™ืฉื ื™ื. ื—ืœืง ืžื”ืื•ื–ื ื™ื•ืช ื ื•ืขื“ื• ืœื–ื”ื•ืช ืœื ืจืง ืื•ืชื•ืช ืžื•ื— (EEG), ืืœื ื’ื ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืขื“ื™ื ื•ืช ื•ืžื—ื•ื•ืช ืคื ื™ื. ื’ื™ืฉื” ืจื‘-ืžื•ื“ืืœื™ืช ื–ื• ื™ื›ื•ืœื” ืœืคืชื•ื— ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืฉืœื™ื˜ื” ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื. ืœืฉื™ืžื•ืฉ ื™ื•ืžื™ื•ืžื™ ื•ืœื—ืงืจ ื“ืคื•ืกื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื, ืžื›ืฉื™ืจ ื™ืขื™ืœ ื›ืžื• ืื•ื–ื ื™ื•ืช MN8 ืฉืœื ื• ืžืฆื™ืข ืื™ื–ื•ืŸ ืžืฆื•ื™ืŸ ื‘ื™ืŸ ื ื•ื—ื•ืช ืœื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืขื•ืฆืžืชื™ืช ื‘ืžื‘ื ื” ื“ื™ืกืงืจื˜ื™.

ื‘ื“ืงื• ืชืื™ืžื•ืช ืชื•ื›ื ื”

ื”ื—ื•ืžืจื” ื”ืžืจืฉื™ืžื” ื‘ื™ื•ืชืจ ื˜ื•ื‘ื” ืจืง ื›ืžื• ื”ืชื•ื›ื ื” ืฉืžืคืขื™ืœื” ืื•ืชื”. ืœืคื ื™ ืฉืืชื ืžืชื—ื™ื™ื‘ื™ื, ื‘ื“ืงื• ืื™ืœื• ื™ื™ืฉื•ืžื™ื ื•ืคืœื˜ืคื•ืจืžื•ืช ื”ืื•ื–ื ื™ื•ืช ืชื•ืžื›ื•ืช. ื”ืื ื”ื™ืฆืจืŸ ืžืกืคืง ืืคืœื™ืงืฆื™ื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ืœืฆืคื™ื™ื” ื‘ื ืชื•ื ื™ื ืฉืœื›ื? ืขื‘ื•ืจ ืžืคืชื—ื™ื, ื”ืื ื–ืžื™ืŸ SDK ืื• API ื—ื–ืง? ืชืจืฆื• ืœื•ื•ื“ื ืฉื”ืชื•ื›ื ื” ืชื•ืืžืช ืœืžื›ืฉื™ืจื™ื ืฉืœื›ื, ื‘ื™ืŸ ืื ืืชื ืžืฉืชืžืฉื™ื ื‘-PC, ื‘-Mac ืื• ื‘ืกืžืืจื˜ืคื•ืŸ. ื—ืœืง ืžื”ืžืขืจื›ื•ืช ืžืชื•ื›ื ื ื•ืช ื›ืืงื•ืกื™ืกื˜ืžื•ืช ืกื’ื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ ืฉืœื™ื˜ื” ืžืกื•ื™ืžื™ื, ื‘ืขื•ื“ ืื—ืจื•ืช ืžืฆื™ืขื•ืช ื™ื•ืชืจ ื’ืžื™ืฉื•ืช. ืœื“ื•ื’ืžื”, Emotiv App ืžืขื ื™ืงื” ืœื›ื ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช, ื‘ืขื•ื“ ืฉืชื•ื›ื ืช EmotivPRO ืฉืœื ื• ื‘ื ื•ื™ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง, ื•ืžืจืื” ื›ื™ืฆื“ ืžื›ืฉื™ืจ ืื—ื“ ื™ื›ื•ืœ ืœืฉืจืช ืฆืจื›ื™ื ืฉื•ื ื™ื ื‘ืืžืฆืขื•ืช ืชื•ื›ื ื•ืช ืฉื•ื ื•ืช.

ื”ืชืื™ืžื• ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœืฆืจื›ื™ื ืฉืœื›ื

ื—ืฉื‘ื• ื”ื™ื˜ื‘ ืขืœ ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื›ื ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช. ื”'ืœืžื”' ืฉืœื›ื ื™ื›ื•ื•ืŸ ืืชื›ื ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื ื›ื•ื ื”. ืื ื”ืขื ื™ื™ืŸ ืฉืœื›ื ื”ื•ื ื‘ืคื™ืชื•ื— ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืื• ื‘ืžื—ืงืจ ืืงื“ืžื™, ืชื–ื“ืงืงื• ืœืžื›ืฉื™ืจ ืฉืžืกืคืง ื’ื™ืฉื” ืœื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืžืืคืฉืจ ื ื™ืชื•ื— ืžืคื•ืจื˜. ืžืฆื“ ืฉื ื™, ืื ืืชื ืžืชืžืงื“ื™ื ื‘ื ื’ื™ืฉื•ืช ื•ื‘ืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ื™ื™ืชื›ืŸ ืฉืชืขื“ื™ืคื• ืžืขืจื›ืช ืฉืžืฆื˜ื™ื™ื ืช ื‘ืชืจื’ื•ื ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ืœืคืงื•ื“ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช. ืžื™ืฉื”ื• ืฉื‘ื•ื—ืŸ ืจื•ื•ื—ื” ืื™ืฉื™ืช ืขืฉื•ื™ ืœื—ืคืฉ ืืคืœื™ืงืฆื™ื” ืฉืžืฆื™ื’ื” ืจื™ื›ื•ื– ืื• ื”ืจืคื™ื” ื‘ื–ืžืŸ ืืžืช. ื”ื™ื• ื›ื ื™ื ืœื’ื‘ื™ ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’, ื›ื™ ื–ื” ื™ืขื–ื•ืจ ืœื›ื ืœืกื ืŸ ืืช ื”ืชื›ื•ื ื•ืช ืฉืืชื ืœื ืฆืจื™ื›ื™ื ื•ืœื”ืชืžืงื“ ื‘ืืœื” ืฉื›ืŸ.

ืึดื–ื ื• ืืช ื”ืชืงืฆื™ื‘ ืฉืœื›ื ืขื ื”ืชื›ื•ื ื•ืช ื”ืขื™ืงืจื™ื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ื”ืฉืงืขื”, ืขื ืžื—ื™ืจื™ื ืฉื ืขื™ื ืžื›ืžื” ืžืื•ืช ื“ื•ืœืจื™ื ื•ืขื“ ื”ืจื‘ื” ื™ื•ืชืจ ืžืืœืฃ. ืงืœ ืœื”ื™ืžืฉืš ืœืžื•ื“ืœื™ื ื”ืขืฉื™ืจื™ื ื‘ื™ื•ืชืจ ื‘ืชื›ื•ื ื•ืช ื•ื”ื™ื•ืงืจืชื™ื™ื ื‘ื™ื•ืชืจ, ืื‘ืœ ื”ื ืขืœื•ืœื™ื ืœื”ื™ื•ืช ื™ื•ืชืจ ืžืžื” ืฉืืชื ืฆืจื™ื›ื™ื. ืฆืจื• ืจืฉื™ืžื” ืฉืœ ืชื›ื•ื ื•ืช ืดื—ื™ื™ื‘ื•ืช ืœื”ื™ื•ืชืด ื•ืฉืœ ืชื›ื•ื ื•ืช ืดื ื—ืžื“ ืฉื™ื”ื™ื•ืด. ื”ืื ืืชื ื—ื™ื™ื‘ื™ื ื‘ืืžืช ืืช ืžืกืคืจ ื”ืขืจื•ืฆื™ื ื”ื’ื‘ื•ื” ื‘ื™ื•ืชืจ ืœืžื—ืงืจ ืฉืœื›ื, ืื• ืฉืžื›ืฉื™ืจ ื“ื•-ืขืจื•ืฆื™ ื™ืกืคื™ืง? ื”ืื ื”ื–ืจืžืช ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื”ื™ื ื—ื™ื•ื ื™ืช, ืื• ืฉืชื•ื›ืœื• ืœืขื‘ื•ื“ ืขื ืกืฉื ื™ื ืžื•ืงืœื˜ื™ื? ืขืœ ื™ื“ื™ ืงื‘ื™ืขืช ืกื“ืจื™ ืขื“ื™ืคื•ื™ื•ืช, ืชื•ื›ืœื• ืœืžืฆื•ื ืžื›ืฉื™ืจ ืฉืขื•ื ื” ืขืœ ื”ื“ืจื™ืฉื•ืช ื”ืžืจื›ื–ื™ื•ืช ืฉืœื›ื ื‘ืœื™ ืœืจื•ืงืŸ ืืช ื”ื›ื™ืก. ืžื›ืฉื™ืจ ื ื’ื™ืฉ ื•ืืžื™ืŸ ื™ื›ื•ืœ ืœื”ืฆื™ืข ืขืจืš ืื“ื™ืจ ื•ืœืฉืžืฉ ื ืงื•ื“ืช ื›ื ื™ืกื” ืžื•ืฉืœืžืช ืœืขื•ืœื ื”-EEG.

ืขืชื™ื“ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช

ืขื•ืœื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืจืง ืžืชื—ื™ืœ, ื•ื”ืขืชื™ื“ ื ืจืื” ืžืจื’ืฉ ืœื”ืคืœื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชื‘ืฉื™ืœ, ืืคืฉืจ ืœืฆืคื•ืช ืœื”ืชืงื“ืžื•ื™ื•ืช ืฉื™ื’ืจืžื• ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืœื”ืฉืชืœื‘ ืืคื™ืœื• ื™ื•ืชืจ ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ื”ื—ืœ ืžืฉื™ืคื•ืจ ื”ืื•ืคืŸ ืฉื‘ื• ืื•ืชื•ืช ืžืขื•ื‘ื“ื™ื ื•ืขื“ ืœืžืฆื™ืืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ื ื’ื™ืฉื•ืช, ื”ืคื•ื˜ื ืฆื™ืืœ ืขืฆื•ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื™ื•ืฆืืช ืžื”ืžืขื‘ื“ื” ื•ื ื›ื ืกืช ืœืขื•ืœื ื”ืืžื™ืชื™, ื•ืžื‘ื˜ื™ื—ื” ืื™ื ื˜ืจืืงืฆื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ื—ืœืงื•ืช ื™ื•ืชืจ ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื‘ื™ืŸ ื”ืžื›ืฉื™ืจื™ื ืฉื‘ื”ื ืื ื• ืžืฉืชืžืฉื™ื ืžื“ื™ ื™ื•ื. ื”ืžื™ืงื•ื“ ื”ื•ื ื‘ื™ืฆื™ืจืช ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืื™ื ื” ืจืง ืขื•ืฆืžืชื™ืช, ืืœื ื’ื ืžืขืฉื™ืช, ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ื ื’ื™ืฉื” ืœื›ื•ืœื.

ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื˜ื•ื‘ ื™ื•ืชืจ

ืื—ื“ ื”ืชื—ื•ืžื™ื ื”ืžืฉืžืขื•ืชื™ื™ื ื‘ื™ื•ืชืจ ื‘ืคื™ืชื•ื— ื”ื•ื ืขื™ื‘ื•ื“ ืื•ืชื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื‘ืชื•ืš ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืžืชืงื“ืžืช ื›ื“ื™ ืœื”ืคื•ืš ืืช ื”ืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ืื“ื ืœืžื›ื•ื ื” ืœื˜ื‘ืขื™ืช ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ื™ื•ืชืจ. ื›ื›ืœ ืฉื”ืืœื’ื•ืจื™ืชืžื™ื ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื™ื•ืชืจ, ื”ืžื›ืฉื™ืจื™ื ืžืฉืชืคืจื™ื ื‘ืคืขื ื•ื— ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื‘ืžื”ื™ืจื•ืช ื•ื‘ื“ื™ื•ืง ื’ื“ื•ืœื™ื ื™ื•ืชืจ. ื–ื” ืื•ืžืจ ืคื—ื•ืช ื–ืžืŸ ื›ื™ื•ืœ ืœืžืฉืชืžืฉ ื•ื—ื•ื•ื™ื” ืžื’ื™ื‘ื” ื™ื•ืชืจ ื‘ืื•ืคืŸ ื›ืœืœื™. ื”ื”ืชืงื“ืžื•ืช ื”ื–ื• ื—ื™ื•ื ื™ืช ืœื™ืฆื™ืจืช ื—ื™ื‘ื•ืจ ื—ืœืง ื‘ื™ืŸ ื”ื›ื•ื•ื ื” ืฉืœื›ื ืœื‘ื™ืŸ ื”ืคืขื•ืœื” ืฉืœ ื”ืžื›ืฉื™ืจ, ื•ืœืกืœื™ืœืช ื”ื“ืจืš ืœื™ื™ืฉื•ืžื™ื ืžื•ืจื›ื‘ื™ื ื•ืืžื™ื ื™ื ื™ื•ืชืจ. ืขื™ื‘ื•ื“ ื˜ื•ื‘ ื™ื•ืชืจ ื”ื•ื ื”ืžืคืชื— ืฉื™ืกื™ื™ืข ืœื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœืžืžืฉ ืืช ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœื”.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช

ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ืื™ื ืŸ ืžืชืคืชื—ื•ืช ื‘ื—ืœืœ ืจื™ืง. ื”ืขืชื™ื“ ืฉืœื”ืŸ ื˜ืžื•ืŸ ื‘ื™ื›ื•ืœืช ืฉืœื”ืŸ ืœื”ืชื—ื‘ืจ ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืคืชื—ื•ืช ืื—ืจื•ืช. ื“ืžื™ื™ื ื• ืฉืืชื ืžืฉืชืžืฉื™ื ื‘ืื•ื–ื ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื›ืฉื™ืจื™ ื‘ื™ืช ื—ื›ื, ืขื•ื–ืจื™ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื•ืืคื™ืœื• ืขื–ืจื™ื ืจื•ื‘ื•ื˜ื™ื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ืžืขืจื›ืช ื‘ืงืจื” ืžืจื›ื–ื™ืช, ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœื›ืœ ื”ืืงื•ืกื™ืกื˜ื ื”ื“ื™ื’ื™ื˜ืœื™ ืฉืœื›ื. ื”ืื™ื ื˜ื’ืจืฆื™ื” ื”ื–ื• ืžื‘ื˜ื™ื—ื” ื‘ืžื™ื•ื—ื“ ืขื‘ื•ืจ ืื ืฉื™ื ืฉืขืœื•ืœ ืœื”ื™ื•ืช ืœื”ื ืงืฉื” ืœื”ืฉืชืžืฉ ื‘ื™ื“ื™ื™ื ืื• ื‘ืงื•ืœ ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื. ื›ื›ืœ ืฉื”ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื™ื”ืคื•ืš ืœืชื›ื•ื ื” ืกื˜ื ื“ืจื˜ื™ืช, ืืคืฉืจ ืœืฆืคื•ืช ืœื™ื•ืชืจ ื—ื•ืžืจื” ื•ืชื•ื›ื ื” ืฉื™ืชื•ื›ื ื ื• ืœืขื‘ื•ื“ ื™ืฉื™ืจื•ืช ืขื ืงืœื˜ ืขืฆื‘ื™.

ื”ืจื—ื‘ืช ื”ืฉื™ืžื•ืฉื™ื ื‘ื ื’ื™ืฉื•ืช

ืื•ืœื™ ื”ื”ืชืคืชื—ื•ืช ื”ืžืฉืžืขื•ืชื™ืช ื‘ื™ื•ืชืจ ืฉืœ ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืชื”ื™ื” ื‘ืชื—ื•ื ื”ื ื’ื™ืฉื•ืช. ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืžืฆื™ืขื™ื ื“ืจืš ืœืฉืœื•ื˜ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉื”ื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื, ืœืœื ืฉื™ืžื•ืฉ ื‘ืงื•ืœ ื•ืœืœื ืฉื™ืžื•ืฉ ื‘ืžืกืš. ื–ื” ืคื•ืชื— ืขื•ืœื ืฉืœ ืืคืฉืจื•ื™ื•ืช ืขื‘ื•ืจ ืื ืฉื™ื ืฉืื™ื ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ืงืœื•ืช ื‘ืฉื™ื˜ื•ืช ืงืœื˜ ืžืกื•ืจืชื™ื•ืช ื›ืžื• ืžืงืœื“ื•ืช ืื• ืžืกื›ื™ ืžื’ืข. ืขื‘ื•ืจ ืžื™ ืฉืžืชืžื•ื“ื“ ืขื ืืชื’ืจื™ ื ื™ื™ื“ื•ืช, ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืžื—ืฉื‘, ื‘ืกืžืืจื˜ืคื•ืŸ ืื• ื‘ืžื›ืฉื™ืจ ืžืกื™ื™ืข ื‘ืืžืฆืขื•ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ื™ื›ื•ืœื” ืœื˜ืคื— ืขืฆืžืื•ืช ืจื‘ื” ื™ื•ืชืจ. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืกืคืงืช ืขืจื•ืฅ ื—ื“ืฉ ืœืชืงืฉื•ืจืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื”, ื•ืžืขืฆื™ืžื” ืžืฉืชืžืฉื™ื ืœื”ืฉืชืชืฃ ื‘ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™ ื‘ื“ืจื›ื™ื ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื.

ืœืžื” ืœืฆืคื•ืช ืžื”ืฉื•ืง

ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื›ื™ื—ื” ืืช ื™ื›ื•ืœื•ืชื™ื”, ื”ืฉื•ืง ืฆืคื•ื™ ืœืฆืžื•ื—. ืื ื—ื ื• ื›ื‘ืจ ืจื•ืื™ื ื”ื“ื’ืžื•ืช ืฉื‘ื”ืŸ ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื™ื›ื•ืœื•ืช ืœืฉืœื•ื˜ ื‘ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื‘ืœื™ ืฉื•ื ืงืœื˜ ืคื™ื–ื™, ื•ืžืฆื™ื’ื•ืช ืืช ื”ื›ื•ื— ืฉืœ ื”ืžืžืฉืง ื”ื–ื”. ื‘ืฉื ื™ื ื”ืงืจื•ื‘ื•ืช, ืฆืคื• ืœืจืื•ืช ื™ื•ืชืจ ืฉื™ืชื•ืคื™ ืคืขื•ืœื” ื‘ื™ืŸ ื—ื‘ืจื•ืช BCI ืœืžืคืชื—ื™ื ื‘ืชืขืฉื™ื•ืช ืื—ืจื•ืช. ื”ื’ื™ืฉื” ื”ืฉื™ืชื•ืคื™ืช ื”ื–ื• ืชื”ื™ื” ื—ื™ื•ื ื™ืช ืœื—ื“ืฉื ื•ืช, ื›ื™ ื”ื™ื ืžืขื•ื“ื“ืช ื™ื–ืžื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื•ืœืžืฆื•ื ืฉื™ืžื•ืฉื™ื ื™ืฆื™ืจืชื™ื™ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”. ืกื‘ื™ืจ ืฉื”ืฉื•ืง ื™ืชืจื—ื‘ ืžื™ื™ืฉื•ืžื™ ืืงื“ืžื™ื” ื•ืžื—ืงืจ ื ื™ืฉืชื™ื™ื ืืœ ืืœืงื˜ืจื•ื ื™ืงื” ืฆืจื›ื ื™ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืกื™ื™ืขื•ืช ืจื—ื‘ื•ืช ื™ื•ืชืจ.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืขืฆื‘ื™ื•ืช ืงื•ืจืื•ืช ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ืžืฆื•ื™ื ืช, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื–ื• ืชืคื™ืกื” ืฉื’ื•ื™ื” ื ืคื•ืฆื”, ืื‘ืœ ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ืื™ื ื ืžืชื•ื›ื ื ื™ื ืœืคืจืฉ ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืคื ื™ืžื™ื•ืช ื•ื”ืžื•ืจื›ื‘ื•ืช ืฉืœื›ื. ื‘ืžืงื•ื ื–ืืช, ื”ื ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ื–ื™ื”ื•ื™ ืื•ืชื•ืช ืกืคืฆื™ืคื™ื™ื ื•ืžื›ื•ื•ื ื™ื. ื–ื” ื›ื•ืœืœ ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื›ืžื• ื›ืฉืืชื ืžืจื•ื›ื–ื™ื, ื•ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ื–ืขื™ืจื•ืช ืฉืืชื ืžื‘ืฆืขื™ื ื‘ื›ื•ื•ื ื”, ื›ืžื• ืžืฆืžื•ืฅ ื—ื–ืง ืื• ื›ื™ื•ื•ืฅ ืœืกืช. ื—ืฉื‘ื• ืขืœ ื–ื” ื›ืฉื™ืžื•ืฉ ื‘ืคืขื•ืœื” ืžืกื•ื™ืžืช ื›ื“ื™ ืœื”ืคืขื™ืœ ืคืงื•ื“ื”, ืœื ื›ืžื›ืฉื™ืจ ืฉืžืื–ื™ืŸ ืœืžื—ืฉื‘ื•ืชื™ื›ื.

ื›ืžื” ื–ืžืŸ ืœื•ืงื— ืœื”ืฉืชืคืจ ื‘ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช? ื™ืฉ ืขืงื•ืžืช ืœืžื™ื“ื” ืžืกื•ื™ืžืช, ื•ื”ื™ื ืฉื•ื ื” ืืฆืœ ื›ืœ ืื—ื“. ื”ืฉื™ืžื•ืฉ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ื•ื ืžื™ื•ืžื ื•ืช, ืžืžืฉ ื›ืžื• ืœืœืžื•ื“ ืœื”ืงืœื™ื“ ืื• ืœื ื’ืŸ ื‘ื›ืœื™ ื ื’ื™ื ื”. ื‘ื”ืชื—ืœื” ืชืฆื˜ืจื›ื• ืœื”ื™ื•ืช ืžืื•ื“ ืžื›ื•ื•ื ื™ื ื‘ืคืงื•ื“ื•ืช ืฉืœื›ื. ืขื ื”ื–ืžืŸ, ื›ืฉื”ืžื•ื— ืฉืœื›ื ื™ืกืชื’ืœ ืœืื™ื ื˜ืจืืงืฆื™ื” ื”ื—ื“ืฉื”, ื–ื” ื™ื”ืคื•ืš ืœื˜ื‘ืขื™ ื™ื•ืชืจ ื•ื™ื“ืจื•ืฉ ืคื—ื•ืช ืžืืžืฅ ืžื•ื“ืข. ื”ืžืคืชื— ื”ื•ื ืชืจื’ื•ืœ ืขืงื‘ื™, ืฉืขื•ื–ืจ ืœืžื›ืฉื™ืจ ืœื”ืกืชื’ืœ ืœื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ื”ื™ื™ื—ื•ื“ื™ื™ื ืฉืœื›ื ื•ืžืกื™ื™ืข ืœื›ื ืœื‘ื ื•ืช ื–ื™ื›ืจื•ืŸ ืฉืจื™ืจ ืขื‘ื•ืจ ื”ืคืงื•ื“ื•ืช.

ืœืžื” ืฉืื‘ื—ืจ ื‘ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื‘ืžืงื•ื ืงืกื“ืช EEG ืžืœืื”? ื–ื” ื‘ืืžืช ืชืœื•ื™ ื‘ืžื” ืฉืืชื ืจื•ืฆื™ื ืœื”ืฉื™ื’. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช, ื›ืžื• MN8 ืฉืœื ื•, ืžืชื•ื›ื ื ื•ืช ืœื ื™ื™ื“ื•ืช, ืœื ื•ื—ื•ืช ื•ืœืื™ื ื˜ืจืืงืฆื™ื•ืช ืกืคืฆื™ืคื™ื•ืช ืžื‘ื•ืกืกื•ืช ืคืงื•ื“ื•ืช ื‘ื—ื™ื™ ื”ื™ื•ืžื™ื•ื. ื”ืŸ ืžื•ืฉืœืžื•ืช ืœืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ืœืœื ืฉื™ืžื•ืฉ ื‘ื™ื“ื™ื™ื ืื• ืœื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ืชื•ืš ื›ื“ื™ ืชื ื•ืขื”. ืงืกื“ืช EEG ืจื‘-ืขืจื•ืฆื™ืช, ื›ืžื• Epoc X ืื• Flex ืฉืœื ื•, ื”ื™ื ื›ืœื™ ื™ื™ืขื•ื“ื™ ื™ื•ืชืจ ืฉื ื‘ื ื” ืœืžื—ืงืจ ืžื“ืขื™ ืžืขืžื™ืง. ื”ื™ื ืœื•ื›ื“ืช ืชืžื•ื ื” ืžืคื•ืจื˜ืช ื•ืžืงื™ืคื” ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื›ืœ ืคื ื™ ื”ืงืจืงืคืช, ื“ื‘ืจ ื”ื—ื™ื•ื ื™ ืœืžื—ืงืจื™ื ืืงื“ืžื™ื™ื ืื• ืœืคื™ืชื•ื— BCI ืžื•ืจื›ื‘.

ื”ืื ื”ืžื›ืฉื™ืจื™ื ื”ืืœื” ื‘ื˜ื•ื—ื™ื ืœืฉื™ืžื•ืฉ ืœืื•ืจืš ื–ืžืŸ ืžืžื•ืฉืš? ื‘ื”ื—ืœื˜. ื‘ื˜ื™ื—ื•ืช ื”ื™ื ืฉื™ืงื•ืœ ืžืจื›ื–ื™ ื‘ืชื›ื ื•ืŸ ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื•. ืื•ื–ื ื™ื•ืช ืขืฆื‘ื™ื•ืช ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ืœื—ืœื•ื˜ื™ืŸ, ื›ืœื•ืžืจ ืฉื•ื ื“ื‘ืจ ืœื ื—ื•ื“ืจ ืœืขื•ืจ ืื• ืœื’ื•ืฃ. ื”ื—ื™ื™ืฉื ื™ื ืคืฉื•ื˜ ื ื—ื™ื ื‘ืขื“ื™ื ื•ืช ื‘ืชื•ืš ืื• ืกื‘ื™ื‘ ืชืขืœืช ื”ืื•ื–ืŸ ืฉืœื›ื ื›ื“ื™ ืœื–ื”ื•ืช ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉื”ืžื•ื— ื•ื”ืฉืจื™ืจื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ืžื‘ื—ื™ื ืช ื‘ืจื™ืื•ืช ื•ื‘ื˜ื™ื—ื•ืช, ื”ืฉื™ืžื•ืฉ ื‘ื”ืŸ ื“ื•ืžื” ืžืื•ื“ ืœืขื ื™ื“ืช ื–ื•ื’ ืื•ื–ื ื™ื•ืช ืฉืžืข ืจื’ื™ืœื•ืช.

ื”ืื ื”ืื•ื–ื ื™ื•ืช ื”ืืœื” ืจืง ืžื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—, ืื• ืฉื”ืŸ ืขื•ืฉื•ืช ื’ื ื“ื‘ืจื™ื ืื—ืจื™ื? ืœืžืขืฉื”, ื”ืŸ ืขื•ืฉื•ืช ืงืฆืช ืžืฉื ื™ื”ื, ื•ื–ื• ื”ืกื™ื‘ื” ืฉื”ืŸ ื›ื” ืจื‘-ืชื›ืœื™ืชื™ื•ืช. ื”ื—ื™ื™ืฉื ื™ื ืžืกื•ื’ืœื™ื ืœื–ื”ื•ืช ืฉื ื™ ืกื•ื’ื™ ืื•ืชื•ืช. ืจืืฉื™ืช, ื”ื ืงื•ืœื˜ื™ื EEG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžื”ืžื•ื—, ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžืฆื‘ื™ื ื›ืœืœื™ื™ื ื›ืžื• ืจื™ื›ื•ื– ืื• ืจื•ื’ืข. ืฉื ื™ืช, ื”ื ืžื–ื”ื•ืช EMG, ื›ืœื•ืžืจ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืžืฉืจื™ืจื™ ื”ืคื ื™ื. ื›ืš ื”ืŸ ื™ื›ื•ืœื•ืช ืœื–ื”ื•ืช ืžื—ื•ื•ืช ื–ืขื™ืจื•ืช ื•ืžื•ื‘ื—ื ื•ืช, ื•ืœืชืช ืœื›ื ื“ืจืš ืžื”ื™ืจื” ื•ืืžื™ื ื” ื ื•ืกืคืช ืœื”ืคืขื™ืœ ืคืงื•ื“ื•ืช ืขืœ ื”ืžื›ืฉื™ืจื™ื ืฉืœื›ื.