ืืชื’ืจื• ืืช ื”ื–ื™ื›ืจื•ืŸ ืฉืœื›ื! ืฉื—ืงื• ื‘ืžืฉื—ืง ื”ื—ื“ืฉ N-Back ื‘-Emotiv App

  • ืืชื’ืจื• ืืช ื”ื–ื™ื›ืจื•ืŸ ืฉืœื›ื! ืฉื—ืงื• ื‘ืžืฉื—ืง ื”ื—ื“ืฉ N-Back ื‘-Emotiv App

  • ืืชื’ืจื• ืืช ื”ื–ื™ื›ืจื•ืŸ ืฉืœื›ื! ืฉื—ืงื• ื‘ืžืฉื—ืง ื”ื—ื“ืฉ N-Back ื‘-Emotiv App

ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”? ื”ืชืฉื•ื‘ื•ืช ืœืฉืืœื•ืชื™ื›ื

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ืฉืชืฃ:

ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืจื—ืคืŸ ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ืื• ืœืจืื•ืช ืืช ื”ืชื’ื•ื‘ื” ื”ืจื’ืฉื™ืช ื”ืื•ืชื ื˜ื™ืช ืฉืœ ืื“ื ืœื™ืฆื™ืจื” ืžื•ื–ื™ืงืœื™ืช ื›ื‘ืจ ืื™ื ื” ืจืง ืจืขื™ื•ืŸ. ื”ื™ื™ืฉื•ืžื™ื ื”ืืœื” ื ื‘ื ื™ื ื”ื™ื•ื, ืžื•ื ืขื™ื ืขืœ ื™ื“ื™ ืชื—ื•ื ื”ืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ืžืกืคืงืช ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ื”ืžื•ื—, ื•ืžืชืจื’ืžืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœื• ืœืคืงื•ื“ื•ืช ืื• ืœืชื•ื‘ื ื•ืช. ื›ื“ื™ ืœื”ื‘ื™ืŸ ืื™ืš ื–ื” ืืคืฉืจื™, ืขืœื™ื ื• ืงื•ื“ื ืœืฉืื•ืœ, ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”? ืžื“ื•ื‘ืจ ื‘ื™ื™ืฉื•ื ื”ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ืœืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื•ืชื•ื›ื ื” ืœื ื™ืชื•ื—ื. ื–ื”ื• ืชื—ื•ื ืฉืžืืคืฉืจ ืœื ื• ืœื‘ื ื•ืช ืžืขืจื›ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ, ืœื‘ืฆืข ืžื—ืงืจ ืืงื“ืžื™ ืžืขืžื™ืง ื™ื•ืชืจ, ื•ืœื™ืฆื•ืจ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ ืœืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืจื’ืžืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืœืžื™ื“ืข ื“ื™ื’ื™ื˜ืœื™: ื”ื™ื ืžืฉืชืžืฉืช ื‘ื—ื•ืžืจื” ืœื ืคื•ืœืฉื ื™ืช ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื•ืžืฉืœื‘ืช ืื•ืชื” ืขื ืชื•ื›ื ื” ืฉื”ื•ืคื›ืช ืืช ื”ื ืชื•ื ื™ื ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืชื•ื‘ื ื•ืช ืื• ืœืคืงื•ื“ื•ืช ืžื•ื‘ื ื•ืช.

  • ื™ืฉ ืœื” ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื: ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื›ื‘ืจ ืžืฉืžืฉืช ืœืžื—ืงืจ ืืงื“ืžื™, ืœืื™ืกื•ืฃ ืžืฉื•ื‘ ืžืฉืชืžืฉื™ื ืœื ืžืกื•ื ืŸ ืขืœ ืžื•ืฆืจื™ื, ื•ืœื‘ื ื™ื™ืช ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืขื‘ื•ืจ ื—ื•ื•ื™ื•ืช ืื™ื ื˜ืจืืงื˜ื™ื‘ื™ื•ืช ื—ื“ืฉื•ืช.

  • ืฆืžื™ื—ื” ืื—ืจืื™ืช ื”ื™ื ื”ืžืคืชื— ืœืขืชื™ื“: ื”ืชื—ื•ื ืžืชืžืงื“ ื‘ื”ืคื™ื›ืช ื”ื›ืœื™ื ืœื ื’ื™ืฉื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ื™ื•ืชืจ ืœืžืฉืชืžืฉ, ืชื•ืš ืงื‘ื™ืขืช ืกื˜ื ื“ืจื˜ื™ื ืืชื™ื™ื ื—ื–ืงื™ื ืœื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื ื•ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืฉืžืฉ ืœื˜ื•ื‘ื”.

ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขื•ื–ืจืช ืœื ื• ืœื”ื‘ื™ืŸ ืืช ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื•ืœืงื™ื™ื ืขืžื ืื™ื ื˜ืจืืงืฆื™ื”. ื–ื”ื• ืชื—ื•ื ื”ืžื•ืงื“ืฉ ืœื‘ื ื™ื™ืช ื’ืฉืจ ื‘ื™ืŸ ื”ืขื•ืœื ื”ืคื ื™ืžื™, ื”ื‘ื™ื•ืœื•ื’ื™ ืฉืœื ื•, ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื—ื™ืฆื•ื ื™, ื”ื“ื™ื’ื™ื˜ืœื™. ื‘ืžืฉืš ื–ืžืŸ ืจื‘, ื”ืจืขื™ื•ืŸ ื”ื–ื” ื ืฉืžืข ื›ืžื• ืžืฉื”ื• ื”ื™ื™ืฉืจ ืžืžื“ืข ื‘ื“ื™ื•ื ื™, ืืš ื”ื•ื ื”ื•ืคืš ื‘ืžื”ื™ืจื•ืช ืœื›ืœื™ ืžืขืฉื™ ืขื‘ื•ืจ ืžื“ืขื ื™ื, ืžืคืชื—ื™ื ื•ื™ื•ืฆืจื™ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืœืœื• ืžืขื ื™ืงื•ืช ืœื ื• ื“ืจืš ื—ื“ืฉื” ืœืฆืคื•ืช ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—, ื•ืžืกืคืงื•ืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื ืฉืœ ืจื•ื‘ ื”ืื ืฉื™ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืฉืคื” ื—ื“ืฉื” ืฉืžืืคืฉืจืช ืœื ื• ืœื”ืื–ื™ืŸ ืœืžื” ืฉื”ืžื•ื— ืขื•ืฉื”, ื•ื‘ืžืงืจื™ื ืžืกื•ื™ืžื™ื, ืœื”ืฉื™ื‘ ืœื•.

ืžื˜ืจืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืœื™ืฆื•ืจ ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ืฉืœื ื•. ื–ื” ื™ื›ื•ืœ ืœื•ืžืจ ื›ืžื” ื“ื‘ืจื™ื ืฉื•ื ื™ื. ืœืคืขืžื™ื ืžื“ื•ื‘ืจ ื‘ืจื™ืฉื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื›ื“ื™ ืœื”ื‘ื™ืŸ ื›ื™ืฆื“ ืื ื• ืžื’ื™ื‘ื™ื ืœื—ื•ื•ื™ื•ืช ืฉื•ื ื•ืช. ื‘ืคืขืžื™ื ืื—ืจื•ืช, ืžื“ื•ื‘ืจ ื‘ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืœืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ื”ืคืขื™ืœื•ืช ืฉืœื”. ืชืงืฉื•ืจืช ื“ื•-ื›ื™ื•ื•ื ื™ืช ื–ื• ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ืžื”ืขื–ืจื” ืœืื ืฉื™ื ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ื•ืขื“ ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ. ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืฉืžืชืคืชื— ืœืœื ื”ืจืฃ, ื•ืžื•ืฆื ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ืžื—ืงืจ ืืงื“ืžื™, ื‘ืคื™ืชื•ื— ืžื•ืฆืจื™ื, ื•ื‘ืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช.

ืื™ืš ืžื•ื— ื•ืžื—ืฉื‘ื™ื ืžืชื—ื‘ืจื™ื

ื”ื—ื™ื‘ื•ืจ ื‘ื™ืŸ ืžื•ื— ืœืžื—ืฉื‘ ืžืชืจื—ืฉ ื‘ืืžืฆืขื•ืช ืžื›ืฉื™ืจ ืฉืžืฉืžืฉ ื›ืžืชืจื’ื. ื”ืžื›ืฉื™ืจ ื”ื–ื” ื™ื›ื•ืœ ืœืงืจื•ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื™ืฆืจื™ื ื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ื•ืœื”ืžื™ืจ ืื•ืชื ืœืคื•ืจืžื˜ ื“ื™ื’ื™ื˜ืœื™ ืฉืžื—ืฉื‘ ื™ื›ื•ืœ ืœื”ื‘ื™ืŸ. ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. โ€BCI ืœื ืงื•ืจื ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ืืœื ืžื–ื”ื” ื“ืคื•ืกื™ื ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื ื”ืงืฉื•ืจื™ื ืœื›ื•ื•ื ื•ืช ืื• ืœืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืžืกื•ื™ืžื™ื.

ืœื“ื•ื’ืžื”, BCI ื™ื›ื•ืœ ืœืœืžื•ื“ ืœื–ื”ื•ืช ืืช ื”ื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ืฉืžืชืจื—ืฉื™ื ื›ืฉืืชื ืžื“ืžื™ื™ื ื™ื ืฉืืชื ืžื–ื™ื–ื™ื ืืช ื”ื™ื“ ื”ืฉืžืืœื™ืช ืฉืœื›ื. ื‘ืจื’ืข ืฉื”ื•ื ืžื–ื”ื” ืืช ื”ืชื‘ื ื™ืช ื”ื–ืืช, ื”ื•ื ื™ื›ื•ืœ ืœืฉืœื•ื— ืคืงื•ื“ื” ืœืžื—ืฉื‘ ืื• ืœื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื›ื“ื™ ืœื‘ืฆืข ืคืขื•ืœื”. ื›ืš ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœืžื˜ื•ืคืœื™ื ืขื ืฉื™ืชื•ืง ืœืชืงืฉืจ ืื• ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื”ื ืงืจืื™ื ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื. ื ื™ืชืŸ ืœืกื•ื•ื’ ืžืžืฉืงื™ื ืืœื” ื‘ื›ืžื” ื“ืจื›ื™ื, ืืš ืื—ืช ื”ื”ื‘ื—ื ื•ืช ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื‘ื™ืŸ ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช ื•ืœื ืคื•ืœืฉื ื™ื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื›ืžื• ืฉืชืœื™ื ืžื•ื—ื™ื™ื, ืžืžื•ืงืžื•ืช ื™ืฉื™ืจื•ืช ื‘ืชื•ืš ื”ื’ื•ืฃ ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื—. ื”ืŸ ื™ื›ื•ืœื•ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืžื“ื•ื™ืงื™ื ืžืื•ื“, ืืš ื›ืจื•ื›ื•ืช ื‘ืกื™ื›ื•ื ื™ื ืžืฉืžืขื•ืชื™ื™ื ื•ื‘ื“ืจืš ื›ืœืœ ืฉืžื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ื ืงืœื™ื ื™ื™ื.

ืœืขื•ืžืช ื–ืืช, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ. ืื•ื–ื ื™ื•ืช EEG, ื›ืžื• ืืœื• ืฉืื ื• ืžืชื›ื ื ื™ื ื‘-Emotiv, ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ื”ืžื•ื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื‘ื‘ื˜ื—ื” ื•ืœืœื ื›ืœ ื ื™ืชื•ื—. ืžื›ืฉื™ืจื™ื ืืœื” ืžืืคืฉืจื™ื ืœื›ืœ ืื—ื“ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—, ื•ืœื”ืคื•ืš ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช ืžื•ืจื›ื‘ืช ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช ืœืžื—ืงืจ, ืœืคื™ืชื•ื— ืื• ืœืคืจื•ื™ืงื˜ื™ื ื™ืฆื™ืจืชื™ื™ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืชื”ืœื™ืš ื‘ืŸ ืฉื ื™ ื—ืœืงื™ื. ืจืืฉื™ืช, ื”ื™ื ื›ื•ืœืœืช ื›ืœื™ื ืฉื™ื›ื•ืœื™ื ืœื”ืชืžืžืฉืง ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืžื“ื•ื“ ืื•ืชื•ืช ืžื”ืžื•ื—. ืฉื ื™ืช, ื”ื™ื ืžืฉืชืžืฉืช ื‘ืชื•ื›ื ื” ื›ื“ื™ ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืžื™ื“ืข ืžื•ื‘ืŸ ื•ื ื™ืชืŸ ืœืคืขื•ืœื”. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ื‘ื™ืŸ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ืฉืœื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื—ื™ื‘ื•ืจ ื”ื–ื” ืžืืคืฉืจ ืœื ื• ืœืขืฉื•ืช ื“ื‘ืจื™ื ืžื“ื”ื™ืžื™ื, ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ืœื”ื‘ื ื” ืขืžื•ืงื” ื™ื•ืชืจ ืฉืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื’ื™ื‘ื™ื ืœืขื•ืœื ืฉืกื‘ื™ื‘ื ื•.

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื”ืžื–ื”ื™ื ืืช ื”ื“ื—ืคื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื›ืฉื”ื ืžืชืงืฉืจื™ื. ืื•ืชื•ืช ืืœื”, ืื• ื’ืœื™ ืžื•ื—, ืžืฉืชื ื™ื ื‘ื”ืชืื ืœืžืฆื‘ ื”ืžื ื˜ืœื™, ืœืจืžืช ื”ืžื™ืงื•ื“ ื•ืœืชื’ื•ื‘ื•ืช ื”ืจื’ืฉื™ื•ืช ืฉืœื›ื. ื‘ืืžืฆืขื•ืช ืœื›ื™ื“ืช ื”ื ืชื•ื ื™ื ื”ืืœื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืคืขื™ืœื•ืช ื”ืžื•ื—, ื‘ืœื™ ืœื”ืกืชืžืš ืขืœ ื“ื™ื•ื•ื—ื™ื ืขืฆืžื™ื™ื ืื• ืชืฆืคื™ื•ืช. ื”ืงืกื ื”ืืžื™ืชื™ ืžืชืจื—ืฉ ื›ืฉื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ืืœื” ืžื ื•ืชื—ื™ื, ื•ื—ื•ืฉืคื™ื ื“ืคื•ืกื™ื ืฉื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ื”ื ืœื›ืœ ื“ื‘ืจ, ืžืžื—ืงืจ ืืงื“ืžื™ ื•ืขื“ ืคื™ืชื•ื— ื—ื•ื•ื™ื•ืช ืžืฉืชืžืฉ ื—ื“ืฉื•ืช. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืœ ื—ืœืง ื‘ืชื”ืœื™ืš ื”ื–ื” ืžืงืจื•ื‘ ื™ื•ืชืจ.

ืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืžืฉืช ื‘ืžื” ืฉื ืงืจืื™ื "ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื" ื›ื“ื™ ืœืชืงืฉืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืงื™ื ืืœื” ื™ื›ื•ืœื™ื ืœื”ื™ื•ืช ืคื•ืœืฉื ื™ื™ื (ื”ื“ื•ืจืฉื™ื ื ื™ืชื•ื—) ืื• ืœื ืคื•ืœืฉื ื™ื™ื, ื›ืžื• ืื•ื–ื ื™ื™ืช EEG ืฉื™ื•ืฉื‘ืช ืขืœ ื”ืงืจืงืคืช. ืฉื™ื˜ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ื”ืŸ ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ืœื™ื™ืฉื•ืžื™ ืฆืจื›ื ื™ื ื•ืœืžื—ืงืจ. ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ืืœืงื˜ืจื•ื“ื•ืช ืจื’ื™ืฉื•ืช ื›ื“ื™ ืœืงืœื•ื˜ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืชื”ืœื™ืš ื”ื–ื” ื”ื•ื ืคืกื™ื‘ื™; ื”ืžื›ืฉื™ืจ ืคืฉื•ื˜ "ืžืงืฉื™ื‘" ืœืคืขื™ืœื•ืช ื”ืžื•ื—. ืœืื—ืจ ืžื›ืŸ ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืฉื ืจืฉืžื• ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื ื—ื™ืฆื•ื ื™ื™ื, ื•ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘. ื‘ืžืงืจื™ื ืื—ืจื™ื, ื›ืžื” ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื™ื›ื•ืœื•ืช ื’ื ืœืฉืœื•ื— ืื•ืชื•ืช ืœืžื•ื— ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ืคืขื™ืœื•ืชื•, ืชื”ืœื™ืš ื”ื™ื“ื•ืข ื›ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”.

ื”ืคื™ื›ืช ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื’ื•ืœืžื™ื™ื ื ืจืื™ื ื›ืžื• ืจืฆืฃ ืฉืœ ืงื•ื•ื™ื ืžืชืคืชืœื™ื ื•ืžื•ืจื›ื‘ื™ื. ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื ืœืฉื™ืžื•ืฉื™ื™ื, ืฆืจื™ืš ืœื”ืคื•ืš ืื•ืชื ืœืชื•ื‘ื ื•ืช. ื›ืืŸ ื ื›ื ืกืช ืœืชืžื•ื ื” ืชื•ื›ื ื” ืžืชื•ื—ื›ืžืช. ืืœื’ื•ืจื™ืชืžื™ื ืžืขื‘ื“ื™ื ืืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื, ืžื–ื”ื™ื ื“ืคื•ืกื™ื ื•ืžืชืจื’ืžื™ื ืื•ืชื ืœืžื“ื“ื™ื ืฉืงืœ ื™ื•ืชืจ ืœื”ื‘ื™ืŸ, ื›ืžื• ืจืžื•ืช ืฉืœ ืœื—ืฅ, ืžื™ืงื•ื“ ืื• ืžืขื•ืจื‘ื•ืช. ืœื“ื•ื’ืžื”, ื‘ืชื—ื•ื ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื—ื•ืงืจื™ื ื™ื›ื•ืœื™ื ืœืžื“ื•ื“ ืืช ื”ืชื’ื•ื‘ื” ื”ืœื ืžื•ื“ืขืช ื•ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืฉืœ ืื“ื ืœืคืจืกื•ืžืช ืื• ืœืžื•ืฆืจ. ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื— ืชื’ื•ื‘ื•ืช ื”ืžื•ื—, ื”ื ื™ื›ื•ืœื™ื ืœืจืื•ืช ืžื” ื‘ืืžืช ืœื•ื›ื“ ืชืฉื•ืžืช ืœื‘ ืื• ืžืขื•ืจืจ ืงืฉืจ ืจื’ืฉื™, ื•ืœืกืคืง ืชื•ื‘ื ื•ืช ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ืขืœื•ืœื™ื ืœื”ื—ืžื™ืฅ. ื”ืžืขื‘ืจ ื”ื–ื” ืžืื•ืช ื’ื•ืœืžื™ ืœืชื•ื‘ื ื” ื‘ืจื•ืจื” ื”ื•ื ืžื” ืฉื”ื•ืคืš ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื›ืœ ื›ืš ืขื•ืฆืžืชื™ืช.

ืžื”ื ืกื•ื’ื™ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืฉื•ื ื™ื?

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ื ื” ื›ืœื™ ื™ื—ื™ื“; ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืขื ื›ืžื” ืขื ืคื™ื ืžื•ื‘ื—ื ื™ื, ืฉืœื›ืœ ืื—ื“ ืžื”ื ืžื˜ืจื” ื•ื’ื™ืฉื” ืžืฉืœื•. ืžื™ืฆื™ืจืช ืงืฉืจื™ื ื™ืฉื™ืจื™ื ื‘ื™ืŸ ื”ืžื•ื— ืฉืœื ื• ืœืžื—ืฉื‘ื™ื ื•ืขื“ ืฉื™ืงื•ื ืชืคืงื•ื“ื™ ื—ื™ืฉื” ืฉืื‘ื“ื•, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช. ื”ื‘ื ืช ื”ืงื˜ื’ื•ืจื™ื•ืช ื”ืขื™ืงืจื™ื•ืช ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœื›ื ืœืจืื•ืช ืืช ืžืœื•ื ื”ื”ื™ืงืฃ ืฉืœ ืžื” ืฉืืคืฉืจื™ ื•ืœืžืฆื•ื ืืช ื”ืชื—ื•ื ืฉืžืชืื™ื ืœืžื˜ืจื•ืช ืฉืœื›ื. ื‘ื•ืื• ื ื‘ื—ืŸ ืืช ืืจื‘ืขืช ื”ืกื•ื’ื™ื ื”ืžืจื›ื–ื™ื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืขืฆื‘ื™ื ืืช ื”ืชื—ื•ื ื›ื™ื•ื.

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCIs)

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ืื• BCIs, ื™ื•ืฆืจื™ื ืชืงืฉื•ืจืช ื™ืฉื™ืจื” ื‘ื™ืŸ ื”ืžื•ื— ืœืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ืฉืžืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืœืคืงื•ื“ื•ืช. ื–ื” ืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืชื•ื›ื ื” ืื• ื‘ื—ื•ืžืจื” ืคืฉื•ื˜ ื‘ืืžืฆืขื•ืช ืžื—ืฉื‘ื”. ืœืžืฉืœ, ืืคืฉืจ ืœื”ื–ื™ื– ืกืžืŸ ืขืœ ื”ืžืกืš ืื• ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจ ื‘ื™ืช ื—ื›ื ื‘ืœื™ ืœื”ืจื™ื ืืฆื‘ืข. ืชื•ื›ื ืช EmotivBCI ืฉืœื ื• ื ื•ืขื“ื” ืœื”ืคื•ืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœื ื’ื™ืฉื” ื™ื•ืชืจ, ื•ืœืืคืฉืจ ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืฉืžื’ื™ื‘ื™ื ืœืคืขื™ืœื•ืช ื”ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ื”ืชื—ื•ื ื”ื–ื” ืขื•ืกืง ื›ื•ืœื• ื‘ื”ืคื™ื›ืช ืžื—ืฉื‘ื” ืœืคืขื•ืœื”.

ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”

ื‘ืขื•ื“ ืฉ-BCIs ืžืชืžืงื“ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื‘ืงืจื™ืืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื, ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืืœ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ื ื•ืขื“ื• ืœืขื•ืจืจ ื—ืœืงื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ื”ืžื•ื— ืื• ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืฉื ื•ืช ืืช ืคืขื™ืœื•ืชื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื•ื›ืจื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ื”ืœื™ืš ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ื‘ืžื•ื— ื›ื“ื™ ืœืกื™ื™ืข ื‘ื”ืคื—ืชืช ืจืขื“ ืืฆืœ ืื ืฉื™ื ืขื ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ. ืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ื•ื ื—ืงืจื•ืช ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ื™ื™ืฉื•ืžื™ื, ืžื ื™ื”ื•ืœ ื›ืื‘ ื›ืจื•ื ื™ ื•ืขื“ ืชืžื™ื›ื” ื‘ื‘ืจื™ืื•ืช ื”ื ืคืฉ. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื›ื•ื•ื ืŸ ื‘ืื•ืคืŸ ืคืขื™ืœ ืžืขื’ืœื™ื ืขืฆื‘ื™ื™ื ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื” ืจืฆื•ื™ื”.

ื ื•ื™ืจื•-ื”ื“ืžื™ื” ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG

ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืžืขื ื™ืงื•ืช ืœื ื• ื—ืœื•ืŸ ืืœ ื”ืžื•ื—, ื•ืžืืคืฉืจื•ืช ืœื ื• ืœืจืื•ืช ืžื” ืงื•ืจื” ื‘ืชื•ื›ื•. ื˜ื›ื ื™ืงื•ืช ื›ืžื• fMRI ื•ืกืจื™ืงื•ืช PET ืžืกืคืงื•ืช ืชืžื•ื ื•ืช ืžืคื•ืจื˜ื•ืช ืฉืœ ืžื‘ื ื” ื•ืคืขื™ืœื•ืช ื”ืžื•ื—, ืืš ื”ืŸ ืœืจื•ื‘ ื“ื•ืจืฉื•ืช ืฆื™ื•ื“ ื’ื“ื•ืœ ื•ื™ืงืจ. ื›ืืŸ ื ื›ื ืกืช ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). โ€EEG ื”ื™ื ืฉื™ื˜ื” ื”ืžืฉืžืฉืช ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ื“ื•ืช ื”ืžื•ื ื—ื•ืช ืขืœ ื”ืงืจืงืคืช. ื–ื•ื”ื™ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช, ื ื™ื™ื“ืช ื•ื—ืกื›ื•ื ื™ืช ืœืฆืคื™ื™ื” ื‘ื’ืœื™ ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ืžื‘ื—ื™ื ื” ืงืœื™ื ื™ืช, EEG ืžืฉืžืฉืช ืœืกื™ื•ืข ื‘ืื‘ื—ื•ืŸ ืžืฆื‘ื™ื ื›ืžื• ืืคื™ืœืคืกื™ื” ื•ื”ืคืจืขื•ืช ืฉื™ื ื”. ืขื‘ื•ืจ ื—ื•ืงืจื™ื ื•ืžืคืชื—ื™ื, ื–ื”ื• ื›ืœื™ ืจื‘ ืขื•ืฆืžื” ืœื”ื‘ื ืช ืžืฆื‘ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื•ืจื’ืฉื™ื™ื.

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ื•ืžื›ืฉื™ืจื™ ืขื–ืจ

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ืคื•ืขืœืช ื›"ื—ืœืงื™ ื—ื™ืœื•ืฃ" ืžืชืงื“ืžื™ื ืขื‘ื•ืจ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื, ื•ืขื•ื–ืจืช ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ืขืงื‘ ืคืฆื™ืขื” ืื• ืžื—ืœื”. ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื—ื‘ืจื™ื ืœืžื•ื— ื›ื“ื™ ืœื”ืฉื™ื‘ ื—ื•ืฉื™ื, ืชื ื•ืขื” ืื• ืืคื™ืœื• ื™ื›ื•ืœื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ื•ืช. ื“ื•ื’ืžื” ืงืœืืกื™ืช ื”ื™ื ืฉืชืœ ื”ืฉื‘ืœื•ืœ, ืฉืขื•ืงืฃ ืืช ื”ื—ืœืงื™ื ื”ืคื’ื•ืขื™ื ื‘ืื•ื–ืŸ ื›ื“ื™ ืœืขื•ืจืจ ื™ืฉื™ืจื•ืช ืืช ืขืฆื‘ ื”ืฉืžืข, ื•ืžืืคืฉืจ ืœืื ืฉื™ื ืขื ืื•ื‘ื“ืŸ ืฉืžื™ืขื” ืขืžื•ืง ืœืฉืžื•ืข ืฉื•ื‘. ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžืคื•ืชื—ื•ืช ื›ื“ื™ ืœื”ืฉื™ื‘ ืจืื™ื™ื” ืœืขื™ื•ื•ืจื™ื ื•ืœืืคืฉืจ ืœืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืœืฉืœื•ื˜ ื‘ื’ืคื™ื™ื ืจื•ื‘ื•ื˜ื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืชืžืงื“ืช ื‘ืฉื™ืžื•ืฉ ื‘ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื›ื“ื™ ืœื’ืฉืจ ืขืœ ืคืขืจื™ื ื•ืœื”ืฉื™ื‘ ื™ื›ื•ืœื•ืช ืื ื•ืฉื™ื•ืช.

ืื™ืคื” ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืคื™ืขื”?

ืžืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืขื“ ืœืฉื•ืง ื”ืฆืจื›ื ื™, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื. ื”ื™ื›ื•ืœืช ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื™ื•ืฆืจืช ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ืฉืคืขื ื”ื™ื• ื—ื•ืžืจ ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ื›ืœื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœื ื• ืœื”ื‘ื™ืŸ ื‘ืจื™ืื•ืช, ื”ืชื ื”ื’ื•ืช ื•ื—ื•ื•ื™ื” ืื ื•ืฉื™ืช ื‘ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ. ื”ื ื” ื›ืžื” ืžืชื—ื•ืžื™ ื”ืžืคืชื— ืฉื‘ื”ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื‘ืจ ืžื™ื•ืฉืžืช.

ืฉื™ืžื•ืฉื™ื ืจืคื•ืื™ื™ื ื•ื˜ื™ืคื•ืœื™ื™ื

ื‘ืขื•ืœื ื”ืจืคื•ืื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฆื™ืขื” ืฉื™ื˜ื•ืช ืขื•ืฆืžืชื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ื™ืฉื™ืจื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื‘ื•ืกืกื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ืžืกื™ื™ืขื•ืช ื‘ื ื™ื”ื•ืœ ืชืกืžื™ื ื™ื ืฉืœ ืžืฆื‘ื™ื ื›ืžื• ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ ื•ืืคื™ืœืคืกื™ื”. ืžืขื‘ืจ ืœื”ืœื™ื›ื™ื ื”ืคื•ืœืฉื ื™ื™ื ื”ืืœื”, ื—ื•ืงืจื™ื ื‘ื•ื—ื ื™ื ื›ื™ืฆื“ ื›ืœื™ื ืœื ืคื•ืœืฉื ื™ื™ื ื™ื›ื•ืœื™ื ืœืชืžื•ืš ื‘ื™ืขื“ื™ื ื˜ื™ืคื•ืœื™ื™ื. ื”ืชืคืชื—ื•ื™ื•ืช ืืœื” ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืกื•ืœืœื•ืช ืืช ื”ื“ืจืš ืœื’ื™ืฉื•ืช ื—ื“ืฉื•ืช ืœื‘ืจื™ืื•ืช ื ื•ื™ืจื•ืœื•ื’ื™ืช, ื•ืžืกืคืงื•ืช ืœืจื•ืคืื™ื ื•ืœืžื˜ื•ืคืœื™ื ื™ื•ืชืจ ืืคืฉืจื•ื™ื•ืช ืœื˜ื™ืคื•ืœ ื•ืœืฉื™ืงื•ื.

ืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš

ืขื‘ื•ืจ ืžื“ืขื ื™ื ื•ืื ืฉื™ ื—ื™ื ื•ืš, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืžืชืจื—ืฉ ื‘ืชื•ืš ื”ืžื•ื—. ื”ื™ื ืžืืคืฉืจืช ืœื—ื•ืงืจื™ื ืœื—ืงื•ืจ ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื›ืžื• ืงืฉื‘, ื–ื™ื›ืจื•ืŸ ื•ืจื’ืฉ ื‘ืจืžืช ืคื™ืจื•ื˜ ืžื“ื”ื™ืžื”. ืžืขืจื›ื•ืช EEG ื ื™ื™ื“ื•ืช ื”ื™ื• ื‘ืžื™ื•ื—ื“ ื’ื•ืจื ืžืฉื ื” ืžืฉื—ืง, ื•ืืคืฉืจื• ืœืžื—ืงืจ ืืงื“ืžื™ ืœืฆืืช ืžื”ืžืขื‘ื“ื” ื•ืœื”ื™ื›ื ืก ืœืกื‘ื™ื‘ื•ืช ื˜ื‘ืขื™ื•ืช ื•ื™ื•ืžื™ื•ืžื™ื•ืช ื™ื•ืชืจ. ื”ืฉื™ื ื•ื™ ื”ื–ื” ืขื•ื–ืจ ืœื—ื•ืงืจื™ื ืœืืกื•ืฃ ื ืชื•ื ื™ื ืื•ืชื ื˜ื™ื™ื ื™ื•ืชืจ ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืžืชืคืงื“ ื‘ืžื”ืœืš ืคืขื™ืœื•ื™ื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื•ืœื”ื’ื™ืข ืœืชื•ื‘ื ื•ืช ืขืžื•ืงื•ืช ื™ื•ืชืจ ืขืœ ื”ืชื ื”ื’ื•ืช ืื ื•ืฉื™ืช ื•ืœืžื™ื“ื”.

ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ื•ืชื•ื‘ื ื•ืช ืฆืจื›ื ื™ื•ืช

ืขืกืงื™ื ืžืฉืชืžืฉื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ื˜ื•ื‘ ื™ื•ืชืจ ืžื” ืœืงื•ื—ื•ืช ื‘ืืžืช ื—ื•ืฉื‘ื™ื ื•ืžืจื’ื™ืฉื™ื. ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืžืฉืชืžืฉ ื‘ื›ืœื™ื ื›ืžื• EEG ื›ื“ื™ ืœืžื“ื•ื“ ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ืœืคืจืกื•ืžื•ืช, ืœืžื•ืฆืจื™ื ื•ืœื—ื•ื•ื™ื•ืช ืžื•ืชื’. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžื” ืฉืื ืฉื™ื ืื•ืžืจื™ื ื‘ืกืงืจื™ื, ื—ื‘ืจื•ืช ื™ื›ื•ืœื•ืช ืœืจืื•ืช ื‘ื–ืžืŸ ืืžืช ืืช ื”ืžืขื•ืจื‘ื•ืช ื”ืจื’ืฉื™ืช ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืื• ืืช ื”ืขื•ืžืก ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœ ืื“ื. ื”ื ืชื•ื ื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœืžื•ืชื’ื™ื ืœื™ืฆื•ืจ ืงืžืคื™ื™ื ื™ื ืฉื™ื•ื•ืงื™ื™ื ื™ืขื™ืœื™ื ื•ืžื”ื“ื”ื“ื™ื ื™ื•ืชืจ. ืชื•ื›ื ืช Emotiv Studio ืฉืœื ื•, ืœืžืฉืœ, ื ื•ืขื“ื” ืœืขื–ื•ืจ ืœื—ื•ืงืจื™ื ืœื‘ืฆืข ืกื•ื’ื™ื ื›ืืœื” ืฉืœ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื.

ื’ื™ืฉื” ืœื›ืœื™ ืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื’ื ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืœืฉื™ืžื•ืฉ ืื™ืฉื™, ื•ืžืกืคืงืช ื›ืœื™ื ืœืื ืฉื™ื ื”ืžืขื•ื ื™ื™ื ื™ื ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ืฉืœื”ื. ื™ื™ืฉื•ืžื™ื ืืœื” ืžืชืžืงื“ื™ื ื‘ืžืชืŸ ืžืฉื•ื‘ ืขืœ ื”ืžืฆื‘ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื, ื›ืžื• ืžื™ืงื•ื“, ืœื—ืฅ ื•ื”ืจืคื™ื”. ืœื“ื•ื’ืžื”, ืžืขืจื›ื•ืช ื ื•ื™ืจื•ืคื™ื“ื‘ืง ื™ื›ื•ืœื•ืช ืœืขื–ื•ืจ ืœื›ื ืœืืžืŸ ืืช ื”ืงืฉื‘, ื‘ืขื•ื“ ืฉืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ื™ื›ื•ืœ ืœืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืืคืœื™ืงืฆื™ื•ืช ื•ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”. ื›ืœื™ื ืืœื” ืื™ื ื ืžื‘ื˜ื™ื—ื™ื ื”ื‘ื˜ื—ื•ืช ืจืคื•ืื™ื•ืช; ื‘ืžืงื•ื ื–ืืช, ื”ื ืžืฆื™ืขื™ื ื“ืจืš ืœื”ืชื—ื‘ืจ ืœื“ืคื•ืกื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื ื•ืœืœืžื•ื“ ืขืœื™ื”ื ื‘ืื•ืคืŸ ื—ื“ืฉ ื•ืื™ื ื˜ืจืืงื˜ื™ื‘ื™.

ืžื“ื•ืข EEG ื”ื•ื ืžืจื›ื™ื‘ ืžืจื›ื–ื™ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช

ื›ืฉืžื“ื‘ืจื™ื ืขืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ืงืฉื” ืœื”ืคืจื™ื– ื‘ื—ืฉื™ื‘ื•ืชื” ืฉืœ ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื”, ืื• EEG. ื–ื•ื”ื™ ืื—ืช ื”ืฉื™ื˜ื•ืช ื”ืžื‘ื•ืกืกื•ืช ื•ื”ืืžื™ื ื•ืช ื‘ื™ื•ืชืจ ืœืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื•ืœื ื‘ื›ื“ื™. EEG ืžืกืคืง ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืœื™ ืœื“ืจื•ืฉ ืฉื•ื ื”ืœื™ืš ืคื•ืœืฉื ื™. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื•ื‘ื˜ื™ื—ื•ืช ืœืžืฉืชืžืฉ ื”ื•ืคืš ืื•ืชื• ืœืื‘ืŸ ื™ืกื•ื“ ืฉืœ ื”ืชื—ื•ื, ื•ืžื ื™ืข ื”ื›ื•ืœ, ืžืžื—ืงืจ ืืงื“ืžื™ ืคื•ืจืฅ ื“ืจืš ื•ืขื“ ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉื ื™ื™ื. ื–ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžื’ืฉืจืช ืขืœ ื”ืคืขืจ ื‘ื™ืŸ ื”ื‘ื™ื•ืœื•ื’ื™ื” ืฉืœื ื• ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™.

ื‘ื ื™ื’ื•ื“ ืœื˜ื›ื ื™ืงื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืื—ืจื•ืช ืฉืขืฉื•ื™ื•ืช ืœื“ืจื•ืฉ ืžื›ื•ื ื•ืช ื’ื“ื•ืœื•ืช ื•ื ื™ื™ื—ื•ืช, ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ื”ืคื›ื” ืœื ื’ื™ืฉื” ื•ื ื™ื™ื“ืช ื™ื•ืชืจ ื•ื™ื•ืชืจ. ื”ื”ืชืคืชื—ื•ืช ื”ื–ื• ื”ื™ื ืžืจื›ื–ื™ืช ืœืฆืžื™ื—ืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช, ืžืฉื•ื ืฉื”ื™ื ืžืืคืฉืจืช ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ื‘ื”ืงืฉืจื™ื ืฉืœ ื”ืขื•ืœื ื”ืืžื™ืชื™. ื”ื™ื›ื•ืœืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช ืฉืœ ืžืขื‘ื“ื” ืคื•ืชื—ืช ืžื’ื•ื•ืŸ ืขืฆื•ื ืฉืœ ื™ื™ืฉื•ืžื™ื. ืžื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ืฆืจื›ื ื™ื ืžื’ื™ื‘ื™ื ืœืžื•ืฆืจ ื•ืขื“ ืœืคื™ืชื•ื— ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื—ื™ื•ื ื™ื™ื ืฉืžื ื™ืขื™ื ื—ื“ืฉื ื•ืช. ื–ื”ื• ื›ืœื™ ืžืขืฉื™, ื’ืžื™ืฉ ื•ืขื•ืฆืžืชื™ ืฉื”ื•ืคืš ื”ืจื‘ื” ืžื”ื”ืชืงื“ืžื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื™ื•ื ืœืืคืฉืจื™ืช. ื”ื•ื ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ืžื—ืงืจ ื”ืžื•ื—, ืžื•ืฆื™ื ืื•ืชื• ืžื”ืชื—ื•ื ื”ื‘ืœืขื“ื™ ืฉืœ ืžืชืงื ื™ื ืžืชืžื—ื™ื ืžืื•ื“ ื•ืžืขืžื™ื“ ืื•ืชื• ื‘ื™ื“ื™ ื™ืฆืจื ื™ื, ืžื—ื ื›ื™ื ื•ืื ืฉื™ื ืคืจื˜ื™ื™ื ื‘ื›ืœ ืžืงื•ื.

ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ืฉืœ EEG

ื‘ื‘ืกื™ืกื•, EEG ื”ื•ื ืฉื™ื˜ื” ื”ืžืชืขื“ืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื, ืื• ืืœืงื˜ืจื•ื“ื•ืช, ื”ืžื•ืฆื‘ื™ื ืขืœ ื”ืงืจืงืคืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ืื–ื ื” ืœืฉื™ื—ื•ืช ื”ื—ืฉืžืœื™ื•ืช ื”ืžืชืจื—ืฉื•ืช ื‘ืชื•ืš ื”ืžื•ื— ืฉืœื›ื. ืžื›ื™ื•ื•ืŸ ืฉื–ื• ืฉื™ื˜ื” ืœื ืคื•ืœืฉื ื™ืช, ื–ื• ื“ืจืš ื‘ื˜ื•ื—ื” ื•ืžืขืฉื™ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืฉื™ืจื™ื ื‘ื–ืžืŸ ืืžืช ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช. ื–ื” ื”ื•ืคืš ืื•ืชื” ืœื›ืœื™ ื™ืกื•ื“ื™ ืขื‘ื•ืจ ื›ืœ ืžื™ ืฉืžื‘ืงืฉ ืœื”ื‘ื™ืŸ ืืช ืชืคืงื•ื“ ื”ืžื•ื—. ื‘ื™ืŸ ืื ืืชื ื—ื•ืงืจื™ื ืฉืœื•ืžื“ื™ื ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืื• ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืคืœื™ืงืฆื™ื” ื—ื“ืฉื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ื“ืจื•ืฉื™ื ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืฉื ื™ืชืŸ ืœืคืขื•ืœ ืœืคื™ื”ืŸ. ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ื”ื–ื” ื”ื•ื ืฉื™ืฆืง ืืช ืžืงื•ืžื• ืฉืœ EEG ื”ืŸ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ื”ืŸ ื‘ืžืขื‘ื“ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื“ืจื ื™ื•ืช.

ื”ืžืขื‘ืจ ืœืคืชืจื•ื ื•ืช EEG ื ื™ื™ื“ื™ื

ื‘ืžืฉืš ื–ืžืŸ ืจื‘, EEG ื”ื™ื” ืžื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื›ื‘ื“ ื•ื™ืงืจ. ืื‘ืœ ื–ื” ื›ื‘ืจ ืœื ื”ืžืฆื‘. ื”ืชืงื“ืžื•ื™ื•ืช ืื—ืจื•ื ื•ืช ื”ื•ื‘ื™ืœื• ืœืคื™ืชื•ื— ืื•ื–ื ื™ื•ืช EEG ืงืœื•ืช ืžืฉืงืœ ื•ื ื™ื™ื“ื•ืช ืฉืืคืฉืจ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื›ืžืขื˜ ื‘ื›ืœ ืžืงื•ื. ื”ืžืขื‘ืจ ื”ื–ื” ืžืฉื ื” ืืช ื›ืœืœื™ ื”ืžืฉื—ืง, ื›ื™ ื”ื•ื ืžืืคืฉืจ ื’ืžื™ืฉื•ืช ืจื‘ื” ื™ื•ืชืจ ื‘ืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ืžืกื•ืจืชื™ื•ืช. ื“ืžื™ื™ื ื• ืื™ืกื•ืฃ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืฉืžื™ืฉื”ื• ืžื‘ืฆืข ืžืฉื™ืžื” ืœื™ื“ ืฉื•ืœื—ืŸ ื”ืขื‘ื•ื“ื” ืฉืœื• ืื• ืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื•ืฆืจ ื—ื“ืฉ ื‘ืกื‘ื™ื‘ื” ื˜ื‘ืขื™ืช. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืืกื•ืฃ ืžื™ื“ืข ื‘ืชืจื—ื™ืฉื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืžืกืคืงืช ื”ื‘ื ื” ืขืฉื™ืจื” ื•ืžื“ื•ื™ืงืช ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืชืคืงื•ื“ ื”ืžื•ื—, ื•ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืžื—ืงืจ ืžืฉืชืžืฉื™ื, ืœื™ื™ืฉื•ืžื™ ืจื•ื•ื—ื” ื•ืขื•ื“ ื”ืจื‘ื” ืžืขื‘ืจ ืœื›ืš.

ืžืฆื™ืืช ื›ืœื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื ื’ื™ืฉื™ื

ื”ืชื—ืœืช ื”ืขื‘ื•ื“ื” ืขื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคืฉื•ื˜ื” ื™ื•ืชืจ ืžืžื” ืฉืื•ืœื™ ื ื“ืžื” ืœื›ื. ื”ืžืคืชื— ื”ื•ื ืœื”ืชืื™ื ืืช ื”ื›ืœื™ื ื”ื ื›ื•ื ื™ื ืœืžื˜ืจื•ืช ื”ืคืจื•ื™ืงื˜ ืฉืœื›ื. ื‘ื™ืŸ ืื ืืชื ืขื•ืจื›ื™ื ืžื—ืงืจ ืจืฉืžื™, ื—ื•ืงืจื™ื ื”ืชื ื”ื’ื•ืช ืฆืจื›ื ื™ืช ืื• ืžืคืชื—ื™ื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉ, ืžืขืจืš ื—ื–ืง ืžื•ืจื›ื‘ ืžืฉื ื™ ืจื›ื™ื‘ื™ ืœื™ื‘ื”: ืื•ื–ื ื™ื™ืช EEG ืœืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื•ืชื•ื›ื ื” ืฉืชืกื™ื™ืข ืœื›ื ืœืคืจืฉ ืื•ืชื. ืžืฆื™ืืช ื”ืฉื™ืœื•ื‘ ื”ื ื›ื•ืŸ ื”ื™ื ื”ืฆืขื“ ื”ืจืืฉื•ืŸ ืœื”ืคื™ื›ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช.

ืื•ื–ื ื™ื•ืช EEG ืœื›ืœ ืžื˜ืจื”

ืœื ื›ืœ ื”ืคืจื•ื™ืงื˜ื™ื ื“ื•ืจืฉื™ื ืืช ืื•ืชื” ืจืžืช ื ืชื•ื ื™ื, ื•ืœื›ืŸ ืคื™ืชื—ื ื• ืžื’ื•ื•ืŸ ืื•ื–ื ื™ื•ืช EEG ื”ืžื™ื•ืขื“ื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉื•ื ื™ื. ืœืื™ืกื•ืฃ ื ืชื•ื ื™ื ืžื”ื™ืจ ื•ื“ื™ืกืงืจื˜ื™ ื‘ืกื‘ื™ื‘ื•ืช ืžื”ืขื•ืœื ื”ืืžื™ืชื™, ืื•ื–ื ื™ื•ืช ื”-MN8 ืฉืœื ื• ืžืฆื™ืขื•ืช ืคืชืจื•ืŸ ืคืฉื•ื˜ ื‘ืŸ 2 ืขืจื•ืฆื™ื, ืžื•ืฉืœื ืœืงื‘ืœืช ืชื—ื•ืฉื” ื›ืœืœื™ืช ืฉืœ ืžืขื•ืจื‘ื•ืช ืื• ืชืฉื•ืžืช ืœื‘. ืœืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜ ื™ื•ืชืจ, ืื•ื–ื ื™ื•ืช ื›ืžื• Insight ื‘ืช 5 ืขืจื•ืฆื™ื ืื• Epoc X ื‘ืช 14 ืขืจื•ืฆื™ื ืžืกืคืงื•ืช ื ืชื•ื ื™ื ืžืงื™ืคื™ื ื™ื•ืชืจ. ื•ืœืžื—ืงืจ ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื” ื‘ืจืžืช ืžืขื‘ื“ื”, ืื•ื–ื ื™ื™ืช Flex ื‘ืช 32 ืขืจื•ืฆื™ื ืžืฆื™ืขื” ืืช ื”ืจื–ื•ืœื•ืฆื™ื” ื”ื“ืจื•ืฉื” ืœืžื—ืงืจื™ื ื”ืžื“ืขื™ื™ื ื”ืชื•ื‘ืขื ื™ื™ื ื‘ื™ื•ืชืจ. ื›ืœ ืžื›ืฉื™ืจ ื‘ื ื•ื™ ื›ื“ื™ ืœื”ืคื•ืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-EEG ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ืคืจื•ื™ืงื˜ื™ื.

ืชื•ื›ื ื” ืœื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ืฉืœื›ื

ืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื”ื•ื ืจืง ื—ืฆื™ ืžื”ืกื™ืคื•ืจ; ื”ืขืจืš ื”ืืžื™ืชื™ ืžื’ื™ืข ืžื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ื”ืืœื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžื” ื”ื ืื•ืžืจื™ื. ื”ืชื•ื›ื ื” ืฉืœื ื• ื ื•ืขื“ื” ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื ื•ืžื•ื‘ื ื™ื. ืขื‘ื•ืจ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื, Emotiv Studio ืžืกืคืงืช ืคืœื˜ืคื•ืจืžื” ืžืœืื” ืœืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืจื’ืฉื™ื•ืช ื•ืžืขื•ืจื‘ื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ื›ืฉื”ื™ื ืžืฉื•ืœื‘ืช ืขื ืื•ื–ื ื™ื™ืช ื›ืžื• Epoc X, ื”ื™ื ืžืืคืฉืจืช ืœื›ื ืœืจืื•ืช ื›ื™ืฆื“ ืื ืฉื™ื ื‘ืืžืช ืžื’ื™ื‘ื™ื ืœืคืจืกื•ืžืช, ืœืžื•ืฆืจ ืื• ืœื—ื•ื•ื™ื”. ื’ื™ืฉื” ื–ื• ืขื•ื–ืจืช ืœื›ื ืœืืกื•ืฃ ืžืฉื•ื‘ ืื•ืชื ื˜ื™ ืขืœ ื™ื“ื™ ืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ื™ืฉื™ืจื•ืช, ืžืขื‘ืจ ืœืžื” ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ื™ื›ื•ืœื™ื ืœืกืคืจ ืœื›ื.

ืžืฉืื‘ื™ื ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื

ืœืžื™ ืฉืจื•ืฆื” ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืžืฉืœื• ืื• ืœื‘ืฆืข ืžื—ืงืจ ืžืžื•ืงื“ ืžืื•ื“, ืื ื• ืžืกืคืงื™ื ื›ืœื™ื ื”ืžืฆื™ืขื™ื ื’ื™ืฉื” ื•ืฉืœื™ื˜ื” ืขืžื•ืงื•ืช ื™ื•ืชืจ. EmotivPRO ื”ื™ื ืชื•ื›ื ื” ื‘ืจืžืช ืžืงืฆื•ืขื ื™ื ืœื ื™ืชื•ื— ื ืชื•ื ื™ื ืžืชืงื“ื, ื”ืžืืคืฉืจืช ืœื›ื ืœืฆืคื•ืช ื‘ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืœื™ื™ืฆื ืื•ืชื ืœืฉื™ืžื•ืฉ ื‘ืชื•ื›ื ื™ื•ืช ืื—ืจื•ืช. ืื ืืชื ืขื•ื‘ื“ื™ื ืขืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, EmotivBCI ื”ื•ืคื›ืช ืืช ื”ืืคืฉืจื•ืช ืœื™ืฆื•ืจ ืคืงื•ื“ื•ืช ื”ืžื‘ื•ืกืกื•ืช ืขืœ ืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืื• ื”ื‘ืขื•ืช ืคื ื™ื. ืื ื• ืžืฆื™ืขื™ื ื’ื ื—ื‘ื™ืœืช APIs ื•-SDKs ืœืžืคืชื—ื™ื ืฉืจื•ืฆื™ื ืœืฉืœื‘ ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ื™ืฉื™ืจื•ืช ื‘ื™ืฆื™ืจื•ืช ื”ืชื•ื›ื ื” ืฉืœื”ื, ื•ืžืขื ื™ืงื™ื ืœื›ื ืืช ื”ื’ืžื™ืฉื•ืช ืœื—ื“ืฉ.

ื”ืืชื™ืงื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ืžืžืขื‘ื“ื•ืช ืžื—ืงืจ ื•ืขื“ ืœืกืœื•ืŸ ื”ื‘ื™ืชื™ ืฉืœื ื•, ื—ื™ื•ื ื™ ืœืงื™ื™ื ืฉื™ื—ื” ืคืชื•ื—ื” ืขืœ ื”ืฉืืœื•ืช ื”ืืชื™ื•ืช ืฉื”ื™ื ืžืขืœื”. ื–ื” ืœื ืจืง ื ื•ืฉื ืœืžื“ืขื ื™ื ื•ืœืคื™ืœื•ืกื•ืคื™ื; ื–ื• ืฉื™ื—ื” ืขื‘ื•ืจ ื›ื•ืœื ื•. ื”ื›ื•ื— ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื”ืื ื•ืฉื™ ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื‘ื˜ื™ื— ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืฉืžืฉื• ื‘ื‘ื˜ื—ื”, ื‘ืืชื™ื•ืช ื•ืœืžืขืŸ ื˜ื•ื‘ืช ื”ืื ื•ืฉื•ืช. ืงื‘ื™ืขืช ืงื•ื•ื™ื ืžื ื—ื™ื ื‘ืจื•ืจื™ื ืžืกื™ื™ืขืช ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืžื‘ื˜ื™ื—ื” ืฉื”ื—ื“ืฉื ื•ืช ืžื›ื‘ื“ืช ื–ื›ื•ื™ื•ืช ืคืจื˜ ื•ืจื•ื•ื—ื”. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืžื” ืžืขืžื•ื“ื™ ื”ืชื•ื•ืš ื”ืืชื™ื™ื ื”ืžื ื—ื™ื ืืช ื”ืคื™ืชื•ื— ื•ื”ืฉื™ืžื•ืฉ ื”ืื—ืจืื™ื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื•ืคืจื˜ื™ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื”ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื. ื”ื ื™ื›ื•ืœื™ื ืœืฉืงืฃ ืืช ื”ืจื’ืฉื•ืช, ื”ื›ื•ื•ื ื•ืช ื•ื”ืชื”ืœื™ื›ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื ื•. ื›ืืฉืจ ืื ื• ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจื™ื ื›ื“ื™ ืœืืกื•ืฃ ืžื™ื“ืข ื–ื”, ืฉืืœื•ืช ืœื’ื‘ื™ ืžื™ ื”ื‘ืขืœื™ื ืฉืœื•, ืžื™ ื™ื›ื•ืœ ืœื’ืฉืช ืืœื™ื• ื•ืื™ืš ื”ื•ื ืžื•ื’ืŸ ื”ื•ืคื›ื•ืช ืงืจื™ื˜ื™ื•ืช. ื‘ื ื™ื’ื•ื“ ืœืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื, ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžืกืคืงื™ื ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืขื•ืœืžื ื• ื”ืคื ื™ืžื™, ื•ืœื›ืŸ ืื‘ื˜ื—ืชื ื”ื™ื ื‘ืขืœืช ื—ืฉื™ื‘ื•ืช ืขืœื™ื•ื ื”. ืื™ืกื•ืฃ ื•ืื—ืกื•ืŸ ื”ืžื™ื“ืข ื”ื–ื” ื“ื•ืจืฉื™ื ืžืกื’ืจื•ืช ื—ื–ืงื•ืช ืฉืœ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื ื›ื“ื™ ืœืžื ื•ืข ื’ื™ืฉื” ืœื ืžื•ืจืฉื™ืช ืื• ืฉื™ืžื•ืฉ ืœืจืขื”. ื‘-Emotiv, ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื’ืŸ ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื, ื•ืœื”ื‘ื˜ื™ื— ืฉืืชื ื ืฉืืจื™ื ื‘ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ื‘ื™ื•ืชืจ ืฉืœื›ื.

ืฉืžื™ืจื” ืขืœ ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื”ื™ื ืžื•ืฉื’ ื™ืกื•ื“ ื‘ื ื•ื™ืจื•ืืชื™ืงื”. ื–ื• ื”ื–ื›ื•ืช ืฉืœ ื›ืœ ืื“ื ืœืฉืœื•ื˜ ื‘ืชื•ื“ืขื” ื•ื‘ืชื”ืœื™ื›ื™ื ื”ืžื ื˜ืœื™ื™ื ืฉืœื•. ื”ืžืฉืžืขื•ืช ื”ื™ื ืฉื™ืฉ ืœื›ื ื”ื—ื•ืคืฉ ืœื—ืฉื•ื‘ ืืช ืžื—ืฉื‘ื•ืชื™ื›ื ื‘ืขืฆืžื›ื ื•ืœื”ื—ืœื™ื˜ ืื, ืžืชื™ ื•ืื™ืš ืชืจืฆื• ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื›ื. ืฉืžื™ืจื” ืขืœ ื”ืขื™ืงืจื•ืŸ ื”ื–ื” ืžื‘ื˜ื™ื—ื” ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืขื ื™ืงื• ืœืื ืฉื™ื ื›ื•ื— ื•ืœื ื™ืฉืœื˜ื• ื‘ื”ื. ืžื“ื•ื‘ืจ ื‘ืฉื™ืžื•ืจ ืฉืœ ื”ื’ื“ืจื” ืขืฆืžื™ืช ืžื ื˜ืœื™ืช ื‘ืขื™ื“ืŸ ืฉืœ ื™ื›ื•ืœืช ื˜ื›ื ื•ืœื•ื’ื™ืช ืžืชืจื—ื‘ืช. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืฉื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ืš ืœื›ื, ื•ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ื ื™ื’ืฉื™ื ืืœื™ื• ืื• ืžืฉืคื™ืขื™ื ืขืœื™ื•.

ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ืžื“ืขืช

ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืื•ืคืŸ ืืชื™, ื”ืกื›ืžื” ืžื“ืขืช ื”ื™ื ืชื ืื™ ืฉืื™ื ื• ื ื™ืชืŸ ืœืžืฉื ื•ืžืชืŸ. ื–ื” ืžืขื‘ืจ ืœืœื—ื™ืฆื” ืคืฉื•ื˜ื” ืขืœ "ืื ื™ ืžืกื›ื™ื/ื”". ื–ื” ืื•ืžืจ ืฉืื ืฉื™ื ื—ื™ื™ื‘ื™ื ืœื”ื‘ื™ืŸ ื‘ืื•ืคืŸ ื‘ืจื•ืจ ื•ืžืœื ืžื” ืžื›ืฉื™ืจ ืื• ื™ื™ืฉื•ื ืขื•ืฉื”, ืื™ืœื• ื ืชื•ื ื™ื ื”ื•ื ืื•ืกืฃ, ื•ื›ื™ืฆื“ ื”ื ืชื•ื ื™ื ื”ืืœื” ื™ืฉืžืฉื•. ืœื—ื•ืงืจื™ื ื•ืœืžืคืชื—ื™ื ื™ืฉ ื—ื•ื‘ื” ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ื™ืชืจื•ื ื•ืช ื•ื”ืกื™ื›ื•ื ื™ื ื”ืืคืฉืจื™ื™ื. ื›ืคื™ ืฉืžืฆื™ื™ื ื™ื ืงื‘ื•ืฆื” ืฉืœ ืžื•ืžื—ื™ื, ืงื•ื•ื™ื ืžื ื—ื™ื ืืชื™ื™ื ื—ื™ื™ื‘ื™ื ืœื”ื›ื™ืจ ื‘ื›ืš ืฉืื“ื ื”ื•ื ื™ื•ืชืจ ืžื”ืžื•ื— ืฉืœื•; ื”ื•ื ืžืขื•ืฆื‘ ื’ื ืขืœ ื™ื“ื™ ื”ื’ื•ืฃ ื•ื”ืชืจื‘ื•ืช ืฉืœื•. ืžื‘ื˜ ื”ื•ืœื™ืกื˜ื™ ื–ื” ื”ื•ื ืžืจื›ื–ื™ ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืœื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืชืคื™ื ืžืงื‘ืœื™ื ื”ื—ืœื˜ื•ืช ื‘ืืžืช ืžื•ืฉื›ืœื•ืช ืœื’ื‘ื™ ื”ืžืขื•ืจื‘ื•ืช ืฉืœื”ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื” ื•ืžื ื™ืคื•ืœืฆื™ื”

ื›ืžื• ื‘ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ืฆืžืชื™ืช, ื™ืฉ ืกื™ื›ื•ืŸ ืœืฉื™ืžื•ืฉ ืœืจืขื”. ืœืœื ื›ืœืœื™ื ืืชื™ื™ื ื‘ืจื•ืจื™ื, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืœื•ืœื” ืœืฉืžืฉ ืœื”ืฉืคืขื” ืขืœ ื”ืชื ื”ื’ื•ืชื ืื• ืžื—ืฉื‘ื•ืชื™ื”ื ืฉืœ ืื ืฉื™ื ื‘ืœื™ ื™ื“ื™ืขืชื. ื“ืžื™ื™ื ื• ืขื•ืœื ืฉื‘ื• ื”ืชื’ื•ื‘ื•ืช ื”ืขืฆื‘ื™ื•ืช ืฉืœื›ื ืœืคืจืกื•ืžืช ื™ื›ื•ืœื•ืช ืœืฉืžืฉ ืœื™ืฆื™ืจืช ืฉื™ื•ื•ืง ืžื ื™ืคื•ืœื˜ื™ื‘ื™, ืื• ืฉื‘ื• ื ืชื•ื ื™ ืžื•ื— ืžืฉืžืฉื™ื ืœืžืขืงื‘. ื›ื“ื™ ืœืžื ื•ืข ื–ืืช, ื›ืœ ื”ืชืขืฉื™ื™ื” ืฆืจื™ื›ื” ืœื”ืชื—ื™ื™ื‘ ืœื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ืคื™ืชื•ื— ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ื•ืจื’ื•ืœืฆื™ื•ืช ื—ื–ืงื™ื ื”ื•ื ื—ื™ื•ื ื™ ื›ื“ื™ ืœื”ื ื—ื•ืช ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืœื”ื‘ื˜ื™ื— ืฉื”ื™ื ืžืฉืจืชืช ืืช ื”ื”ื‘ื ื” ื•ื”ืกื™ื•ืข ืœืื ืฉื™ื, ื•ืœื ืืช ื ื™ืฆื•ืœื.

ื”ืชืžื•ื“ื“ื•ืช ืขื ืืชื’ืจื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ืžื• ื‘ื›ืœ ืชื—ื•ื ืคื•ืจืฅ ื“ืจืš, ื’ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืžื•ื“ื“ืช ืขื ืžืขืจืš ื”ืืชื’ืจื™ื ืฉืœื”. ืืœื” ืื™ื ื ืžื—ืกื•ืžื™ื, ืืœื ื’ื‘ื•ืœื•ืช ืžืจื’ืฉื™ื ืœื—ื“ืฉื ื•ืช ืฉื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ื—ื‘ืจื•ืช ืขื•ื‘ื“ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ื›ื“ื™ ืœืคืชื•ืจ. ืžืฉื™ืคื•ืจ ื”ื“ื™ื•ืง ืฉืœ ื”ื›ืœื™ื ืฉืœื ื• ื•ืขื“ ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืชืฉืžืฉ ื‘ืื—ืจื™ื•ืช, ื”ืชืžื•ื“ื“ื•ืช ืขื ื”ืžื›ืฉื•ืœื™ื ื”ืืœื” ื”ื™ื ืžืคืชื— ืœืžื™ืžื•ืฉ ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘. ื”ืžืกืข ืžื›ืœื™ ืžื“ืขื™ ื ื™ืฉืชื™ ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžื™ื™ื ืกื˜ืจื™ืžื™ืช ื›ื•ืœืœ ืฉื™ืคื•ืจ ืžืชืžืฉืš ื•ื”ืชื—ืฉื‘ื•ืช ืžืขืžื™ืงื” ื‘ื”ืฉืคืขืชื”.

ืชื—ื•ืžื™ ื”ืžื™ืงื•ื“ ื”ืขื™ืงืจื™ื™ื ื›ื™ื•ื ื›ื•ืœืœื™ื ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื ืชื•ื ื™ ื”ืื•ืชื•ืช ื”ืžื•ื—ื™ื™ื, ื”ืคื™ื›ืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื–ืžื™ื ื” ื™ื•ืชืจ ืœืฆื™ื‘ื•ืจ ืจื—ื‘, ื•ืงื‘ื™ืขืช ืงื•ื•ื™ ื‘ื˜ื™ื—ื•ืช ื‘ืจื•ืจื™ื ืฉื™ื ื—ื• ืืช ืคื™ืชื•ื—ื”. ื›ืœ ืื—ื“ ืžื”ืชื—ื•ืžื™ื ื”ืืœื” ืžืฆื™ื‘ ื—ื™ื“ื” ื™ื™ื—ื•ื“ื™ืช. ืื™ืš ืžืฉื™ื’ื™ื ืืช ื”ืื•ืช ื”ื ืงื™ ื‘ื™ื•ืชืจ ื”ืืคืฉืจื™ ืžืžื›ืฉื™ืจ ืฉืžื™ืฉื”ื• ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ื›ืœ ื”ื™ื•ื? ืื™ืš ืžื•ืจื™ื“ื™ื ืืช ื—ืกื ื”ื›ื ื™ืกื” ื›ืš ืฉื™ื•ืชืจ ื™ื•ืฆืจื™ื ื•ื—ื•ืงืจื™ื ื™ื•ื›ืœื• ืœื”ืชื ืกื•ืช ื•ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื? ื•ืื™ืš ื™ื•ืฆืจื™ื ืžืกื’ืจืช ืฉืœ ืืžื•ืŸ ื•ื‘ื˜ื™ื—ื•ืช ืกื‘ื™ื‘ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืชืงืฉืจืช ืื™ืชื ื• ื›ืœ ื›ืš ืžืงืจื•ื‘? ืขืœ ื™ื“ื™ ื”ืชืžื•ื“ื“ื•ืช ื™ืฉื™ืจื” ืขื ื”ืฉืืœื•ืช ื”ืืœื”, ื”ืงื”ื™ืœื” ื‘ื•ื ื” ืขืชื™ื“ ืฉื‘ื• ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื’ื ืขื•ืฆืžืชื™ืช ื•ื’ื ื ื’ื™ืฉื”.

ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื”ืื•ืช ื•ื”ื“ื™ื•ืง

ื”ื‘ืกื™ืก ืฉืœ ื›ืœ ื™ื™ืฉื•ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ ื”ื•ื ื ืชื•ื ื™ื ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื”. ืืชื’ืจ ืžืจื›ื–ื™ ื”ื•ื ืœื”ืฉื™ื’ ืื•ืช ืžื•ื—ื™ ื‘ืจื•ืจ ืฉืื™ื ื• ืžืขื•ื•ืช ืขืœ ื™ื“ื™ "ืจืขืฉ" ื›ืžื• ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืื• ื”ืคืจืขื•ืช ื—ืฉืžืœื™ื•ืช ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื™ืฉื ื™ื ื”ืžืกืคืงื™ื ืžืฉื•ื‘ ืžื™ื™ื“ื™ ื•ืžื“ื•ื™ืง. ื‘-Emotiv, ืื ื• ืžืชืžืงื“ื™ื ื‘ืคื™ืชื•ื— ื—ื•ืžืจื” ืฉืžืคืฉื˜ืช ืืช ื”ืชื”ืœื™ืš ื”ื–ื”. ืœื“ื•ื’ืžื”, ืื•ื–ื ื™ื™ืช Flex Saline ืฉืœื ื• ืžืฉืชืžืฉืช ื‘ื—ื™ื™ืฉื ื™ื ืžื‘ื•ืกืกื™ ืžื™ ืžืœื— ืฉืงืœ ืœื”ืชืงื™ืŸ ื•ืžืกืคืงื™ื ื ืชื•ื ื™ื ืืžื™ื ื™ื ืœืœื ืฆื•ืจืš ื‘ื’'ืœื™ื ื“ื‘ื™ืงื™ื. ื—ื“ืฉื ื•ืช ืžืชืžื“ืช ื‘ืขื™ืฆื•ื‘ ื—ื™ื™ืฉื ื™ื ื•ื‘ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื“ื•ื—ืคืช ืืช ื›ืœ ื”ืชื—ื•ื ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ืชื•ื‘ื ื•ืช ืžื“ื•ื™ืงื•ืช ื•ืžืฉืžืขื•ืชื™ื•ืช ื™ื•ืชืจ ืžื ืชื•ื ื™ EEG.

ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืžื•ื— ืœื ื’ื™ืฉื” ื™ื•ืชืจ

ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื, ืžื—ืงืจ ืžื•ื— ื”ื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื™ืงืจ ื•ืžื•ืจื›ื‘. ืืชื’ืจ ืžืจื›ื–ื™ ื›ื™ื•ื ื”ื•ื ืœื”ืคื•ืš ืืช ื”ื›ืœื™ื ื”ืขื•ืฆืžืชื™ื™ื ื”ืืœื” ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื ื’ื™ืฉื•ืช ืคื™ืจื•ืฉื” ื™ื•ืชืจ ืžืžื—ื™ืจ ื ืžื•ืš ื™ื•ืชืจ; ืžื“ื•ื‘ืจ ื‘ื™ืฆื™ืจืช ื—ื•ืžืจื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ืชื•ื›ื ื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืฉืื ืฉื™ื ืœืœื ื“ื•ืงื˜ื•ืจื˜ ื‘ืžื“ืขื™ ื”ืžื•ื— ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื‘ื™ืขื™ืœื•ืช. ื–ื” ื’ื ื›ื•ืœืœ ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืคื•ืชื—ืช ื‘ืื•ืคืŸ ื”ื•ื’ืŸ ื•ืžื•ืขื™ืœื” ืœื›ื•ืœื. ืื ื• ืชื•ืžื›ื™ื ื‘ื›ืš ื‘ืืžืฆืขื•ืช ืžื’ื•ื•ืŸ ืžื›ืฉื™ืจื™ EEG ืœืฆืจื›ื™ื ื•ืœืชืงืฆื™ื‘ื™ื ืฉื•ื ื™ื, ืœืฆื“ ืžืฉืื‘ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš. ื‘ืืžืฆืขื•ืช ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ื”ื’ื™ืฉื”, ืื ื• ืžืขื ื™ืงื™ื ืœื™ื•ืชืจ ืื ืฉื™ื ืืช ื”ื™ื›ื•ืœืช ืœื—ืงื•ืจ, ืœื™ืฆื•ืจ ื•ืœืชืจื•ื ืœืขืชื™ื“ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืคื™ืชื•ื— ืชืงื ื™ ื‘ื˜ื™ื—ื•ืช ื•ืจื’ื•ืœืฆื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ื—ื™ื•ื ื™ ืœืงื‘ื•ืข ื”ื ื—ื™ื•ืช ื‘ื˜ื™ื—ื•ืช ื•ืืชื™ืงื” ื‘ืจื•ืจื•ืช. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ื”ื‘ื˜ื—ืช ื”ื‘ื˜ื™ื—ื•ืช ื”ืคื™ื–ื™ืช ืฉืœ ื”ืžื›ืฉื™ืจื™ื, ืืœื ื’ื ืฉืœ ื”ื’ื ื” ืขืœ ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ื”ืื™ืฉื™ื™ื ื•ืฉืžื™ืจื” ืขืœ ื”ืื•ื˜ื•ื ื•ืžื™ื” ืฉืœ ื”ืžืฉืชืžืฉ. ื”ืชืขืฉื™ื™ื” ืžื›ื™ืจื” ื‘ืฆื•ืจืš ื”ื“ื—ื•ืฃ ื‘ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ืฉื™ื ื—ื• ืคื™ืชื•ื— ืื—ืจืื™ ื•ื™ื‘ื ื• ืืžื•ืŸ ืฆื™ื‘ื•ืจื™. ื–ื” ื›ื•ืœืœ ื™ืฆื™ืจืช ืžื“ื™ื ื™ื•ืช ืฉืงื•ืคื” ืกื‘ื™ื‘ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื, ื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืžืฉื™ื ื ื•ืชื ื™ื ื”ืกื›ืžื” ืžื“ืขืช, ื•ื”ืฆื‘ืช ืืžืฆืขื™ ื”ื’ื ื” ืœืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื”. ื”ืฉื™ื—ื•ืช ื”ืืœื” ืžืชืจื—ืฉื•ืช ื›ืขืช, ื•ื”ืŸ ืฆืขื“ ืงืจื™ื˜ื™ ืœื”ื‘ื˜ื—ื” ืฉื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืชืคืชื— ื‘ืื•ืคืŸ ื‘ื˜ื•ื—, ืžืื•ื‘ื˜ื— ื•ืžื•ืขื™ืœ ืœืื ื•ืฉื•ืช.

ืžื” ืฆื•ืคืŸ ื”ืขืชื™ื“ ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ืชื—ื•ื ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืงื“ื ื‘ืžื”ื™ืจื•ืช ืžื“ื”ื™ืžื”, ื•ืžืจื’ืฉ ืœื—ืฉื•ื‘ ืžื” ื™ื‘ื•ื ืื—ืจ ื›ืš. ื›ื›ืœ ืฉื”ื›ืœื™ื ืฉืœื ื• ืœื”ื‘ื ืช ื”ืžื•ื— ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื•ื ื’ื™ืฉื™ื ื™ื•ืชืจ, ืื ื• ืจื•ืื™ื ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืฉืžืชื—ื™ืœื•ืช ืœืฆื•ืฅ ื•ืืฉืจ ื‘ืขื‘ืจ ื”ื™ื• ืจืง ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ืžืคื’ืฉ ื‘ื™ืŸ ืžื“ืขื™ ื”ืžื•ื— ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžื›ื™ืŸ ืืช ื”ืงืจืงืข ืœืคืจื™ืฆื•ืช ื“ืจืš ืฉื™ื›ื•ืœื•ืช ืœืขืฆื‘ ืžื—ื“ืฉ ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืœื•ืžื“ื™ื, ืžืชืงืฉืจื™ื ื•ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ืกื‘ื™ื‘ื ื•. ื”ืžื™ืงื•ื“ ืขื•ื‘ืจ ืžืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื” ื ื™ืฉืชื™ื•ืช ืœื™ื™ืฉื•ืžื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืฉืื ืฉื™ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ื ืžื“ื™ ื™ื•ื.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื”

ื”ืฉื•ืชืคื•ืช ื‘ื™ืŸ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืŸ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื”ื™ื ืžืฉื ื” ืžืฉื—ืง. ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื” ื™ื›ื•ืœื™ื ืœืขื‘ื“ ื›ืžื•ื™ื•ืช ืขืฆื•ืžื•ืช ืฉืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืžืื•ื–ื ื™ื•ืช EEG, ื•ืœื–ื”ื•ืช ื“ืคื•ืกื™ื ืขื“ื™ื ื™ื ืฉืื“ื ืœื ื™ื›ื•ืœ ืœื”ื‘ื—ื™ืŸ ื‘ื”ื. ื–ื” ืžืืคืฉืจ ื™ื™ืฉื•ืžื™ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืžื’ื™ื‘ื™ื ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื™ื ื™ื•ืชืจ, ืžืฉืœื™ื˜ื” ื‘ืชื•ื›ื ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ื™ืฆื™ืจืช ืกื‘ื™ื‘ื•ืช ืื“ืคื˜ื™ื‘ื™ื•ืช ืฉืžื’ื™ื‘ื•ืช ืœืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื. ื›ื›ืœ ืฉืžืขืจื›ื•ืช ืืœื” ืœื•ืžื“ื•ืช ืžืคืขื™ืœื•ืช ื”ืžื•ื— ื”ื™ื™ื—ื•ื“ื™ืช ืฉืœ ืื“ื, ื”ืŸ ื ืขืฉื•ืช ืื™ืฉื™ื•ืช ื•ื™ืขื™ืœื•ืช ื™ื•ืชืจ. ื›ืžื•ื‘ืŸ, ื›ื›ืœ ืฉืื ื• ืื•ืกืคื™ื ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ื™ื•ืชืจ, ื”ื”ื‘ื˜ื—ื” ืฉื”ืžื™ื“ืข ื”ืจื’ื™ืฉ ื”ื–ื” ืžื•ื’ืŸ ื ืฉืืจืช ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื” ืขื‘ื•ืจ ื›ืœ ื”ืชืขืฉื™ื™ื”.

ื”ืจื—ื‘ืช ื™ื™ืฉื•ืžื™ื ืขืœ ืคื ื™ ืชืขืฉื™ื•ืช

ืœืžืจื•ืช ืฉืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ืฉ ืฉื•ืจืฉื™ื ืขืžื•ืงื™ื ื‘ืชื—ื•ื ื”ื‘ืจื™ืื•ืช, ื”ื™ื™ืฉื•ืžื™ื ื”ืขืชื™ื“ื™ื™ื ืฉืœื” ื ืคืจืฉื™ื ื›ืžืขื˜ ืขืœ ืคื ื™ ื›ืœ ืชืขืฉื™ื™ื”. ืžืขื‘ืจ ืœืฉื™ืžื•ืฉื™ื ื˜ื™ืคื•ืœื™ื™ื, ืื ื• ืจื•ืื™ื ื ื•ื™ืจื•ื˜ืง ืžืฉืžืฉืช ืœื—ืงื™ืจืช ื’ื‘ื•ืœื•ืช ื—ื“ืฉื™ื ื‘ื—ื™ื ื•ืš, ื‘ืื™ืžื•ืŸ ื‘ื™ืฆื•ืขื™ื ื•ื‘ืžื—ืงืจ ืฆืจื›ื ื™. ืœื“ื•ื’ืžื”, ื”ื‘ื ืช ื”ืชื’ื•ื‘ื” ื”ืืžื™ืชื™ืช ื•ื”ืœื ืžืกื•ื ื ืช ืฉืœ ืžืฉืชืžืฉ ืœืžื•ืฆืจ ื™ื›ื•ืœื” ืœืกืคืง ืชื•ื‘ื ื•ืช ื™ืงืจื•ืช ืขืจืš ืœืžื•ืชื’ื™ื. ื–ื”ื• ืœื‘ ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื”ืžืกื™ื™ืข ืœื—ื‘ืจื•ืช ืœื™ืฆื•ืจ ืžื•ืฆืจื™ื ื•ื—ื•ื•ื™ื•ืช ื˜ื•ื‘ื™ื ื™ื•ืชืจ. ื‘ืชื—ื•ืžื™ื ืื—ืจื™ื, ืืžื ื™ื ืžืฉืชืžืฉื™ื ื‘-EEG ื›ื“ื™ ืœื™ืฆื•ืจ ืžื•ื–ื™ืงื” ื•ืืžื ื•ืช ื—ื–ื•ืชื™ืช, ื‘ืขื•ื“ ืฉืžืคืชื—ื™ื ื‘ื•ื ื™ื ืžืฉื—ืงื™ื ืฉืžืกืชื’ืœื™ื ื‘ื–ืžืŸ ืืžืช ืœืžื™ืงื•ื“ ืื• ืœื”ืชืจื’ืฉื•ืช ืฉืœ ื”ืฉื—ืงืŸ. ื”ืคื•ื˜ื ืฆื™ืืœ ื”ื–ื” ืจืง ืžืชื—ื™ืœ ืœื”ื™ื—ืงืจ ื‘ืืžืช.

ืกืœื™ืœืช ื”ื“ืจืš ืœืฉื™ืžื•ืฉ ืžื™ื™ื ืกื˜ืจื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ื‘ืจืช ื‘ื”ื“ืจื’ื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ืกื™ื‘ื” ืžืจื›ื–ื™ืช ืœืžืขื‘ืจ ื”ื–ื” ื”ื™ื ื”ืคื™ืชื•ื— ืฉืœ ืžื›ืฉื™ืจื™ EEG ื ื™ื™ื“ื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ืœืžืฉืชืžืฉ. ื™ื•ื–ืžื•ืช ื›ืžื• BRAIN Initiative ืฉืœ ื”ืžื›ื•ืŸ ื”ืœืื•ืžื™ ืœื‘ืจื™ืื•ืช ืฉืœ ืืจื”ืดื‘ (NIH) ืžืื™ืฆื•ืช ืืช ื”ื”ื‘ื ื” ื”ื‘ืกื™ืกื™ืช ืฉืœื ื• ืืช ื”ืžื•ื— ื•ืžื–ื™ื ื•ืช ื—ื“ืฉื ื•ืช ื‘ื›ืœ ื”ืชื—ื•ืžื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื ื’ื™ืฉื” ื•ื‘ืžื—ื™ืจ ืกื‘ื™ืจ ื™ื•ืชืจ, ื™ื•ืชืจ ื—ื•ืงืจื™ื, ื™ื•ืฆืจื™ื ื•ืžืคืชื—ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื”. ื”ืงื”ื™ืœื” ื”ื’ื“ืœื” ื”ื–ื• ื”ื™ื ื”ืžืคืชื— ืœื’ื™ืœื•ื™ ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ื•ืœื“ื—ื™ืคืช ื”ื’ื‘ื•ืœื•ืช ืฉืœ ืžื” ืฉืืคืฉืจื™, ื•ืœื”ืคื™ื›ืช ื›ืœื™ื ืขื•ืฆืžืชื™ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ืœื—ืงื™ืจื” ืื™ืฉื™ืช ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื™ื•ืชืจ ืžืื™ ืคืขื.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ืกื•ื’ ื›ื–ื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื˜ื•ื— ืœืฉื™ืžื•ืฉ? ื‘ื”ื—ืœื˜. ืกื•ื’ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขืœื™ื• ืื ื• ืžืชืžืงื“ื™ื, ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG), ืื™ื ื• ืคื•ืœืฉื ื™ ื›ืœืœ. ืื•ื–ื ื™ื•ืช ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืคืกื™ื‘ื™ื™ื ืฉื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ืฉืœื›ื ื›ื“ื™ ืœื”ืื–ื™ืŸ ืœืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืžื›ืฉื™ืจ ืื™ื ื• ืฉื•ืœื— ื“ื‘ืจ ืืœ ื”ืžื•ื— ืฉืœื›ื; ื”ื•ื ืคืฉื•ื˜ ืžืชืขื“ ืืช ื”ืคืขื™ืœื•ืช ืฉื›ื‘ืจ ืžืชืจื—ืฉืช. ื–ื• ืฉื™ื˜ื” ื‘ื˜ื•ื—ื” ื•ืžื‘ื•ืกืกืช ื”ื™ื˜ื‘, ืฉื”ื™ื™ืชื” ื‘ืฉื™ืžื•ืฉ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืžื—ืงืจื™ื•ืช ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื.

ื”ืื ืื•ื–ื ื™ื™ืช EEG ื™ื›ื•ืœื” ืœืงืจื•ื ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ื ืคื•ืฆื”, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืื™ื ื” ืžืกื•ื’ืœืช ืœืคืจืฉ ืืช ื”ืชื•ื›ืŸ ืฉืœ ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ื›ืžื• ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืื›ื•ืœ ืœืืจื•ื—ืช ืขืจื‘ ืื• ื–ื™ื›ืจื•ืŸ ืžืกื•ื™ื. ื‘ืžืงื•ื ื–ืืช, ื”ื™ื ืžื•ื“ื“ืช ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช. ื”ื™ื ื™ื›ื•ืœื” ืœื•ืžืจ ืœื ื• ืขืœ ื”ืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื, ืœืžืฉืœ ืื ืืชื ืžืžื•ืงื“ื™ื, ืจื’ื•ืขื™ื ืื• ื ืจื’ืฉื™ื, ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืงืฆื‘ ื•ื”ืขื•ืฆืžื” ืฉืœ ื’ืœื™ ื”ืžื•ื— ืฉืœื›ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ื‘ื ืช ืžืฆื‘ ื”ืจื•ื— ื”ื›ืœืœื™ ืฉืœ ื—ื“ืจ ื‘ืœื™ ืœืฉืžื•ืข ืืช ื”ืฉื™ื—ื•ืช ื”ืื™ืฉื™ื•ืช.

ืžื” ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืœื‘ื™ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื—ืจื•ืช? ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืžื•ื ื—-ืขืœ ืจื—ื‘ ืœื›ืœ ื›ืœื™ ืฉืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI, ื”ื•ื ื™ื™ืฉื•ื ืกืคืฆื™ืคื™ ื‘ืชื•ืš ื”ืชื—ื•ื ื”ื–ื”. ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื• ื”ื™ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืฉืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืชื•ื›ื ื”, ื‘ืืžืฆืขื•ืช ื”ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื. ืกื•ื’ื™ื ืื—ืจื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืฉื•ื™ื™ื ืœื”ืชืžืงื“ ื‘ืžื˜ืจื•ืช ืฉื•ื ื•ืช, ื›ืžื• ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”, ืฉืฉื•ืœื—ืช ืื•ืชื•ืช ืœืžื•ื—, ืื• ื ื•ื™ืจื•-ื”ื“ืžื™ื”, ืฉื ื•ืขื“ื” ืจืง ืœืฆืคื™ื™ื” ื‘ืชืคืงื•ื“ ื”ืžื•ื—.

ื”ืื ืื ื™ ืฆืจื™ืš ืœื”ื™ื•ืช ืžื“ืขืŸ ืžื•ื— ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื›ืœื™ื ื”ืืœื”? ื‘ื›ืœืœ ืœื. ืœืžืจื•ืช ืฉื”ื›ืœื™ื ืฉืœื ื• ืžืกืคื™ืง ื—ื–ืงื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ืจืฆื™ื ื™, ืชื›ื ื ื• ืื•ืชื ื›ืš ืฉื™ื”ื™ื• ื ื’ื™ืฉื™ื ืœืื ืฉื™ื ืžื›ืœ ื”ืจืงืขื™ื. ืชื•ื›ื ื•ืช ื›ืžื• Emotiv Studio ืžืชืจื’ืžื•ืช ื ืชื•ื ื™ ืžื•ื— ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื, ื›ืžื• ืžืขื•ืจื‘ื•ืช ืื• ืœื—ืฅ, ืฉืงืœ ืœื”ื‘ื™ืŸ ื•ืœืคืขื•ืœ ืœืคื™ื”ื. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื, ื—ื•ืงืจื™ ืžื•ืฆืจ ืื• ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื’ื‘ื™ ื”ืžื•ื— ืฉืœื›ื, ืื™ืŸ ืฆื•ืจืš ื‘ื“ื•ืงื˜ื•ืจื˜ ื›ื“ื™ ืœื”ืชื—ื™ืœ ื•ืœืžืฆื•ื ืชื•ื‘ื ื•ืช ื‘ืขืœื•ืช ืขืจืš.

ืžื” ืงื•ืจื” ืœื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื™ ืื—ืจื™ ืฉื”ื ื ืืกืคื™ื? ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื, ื•ื”ื”ื’ื ื” ืขืœื™ื”ื ื”ื™ื ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื”. ื”ืกื˜ื ื“ืจื˜ ื”ืืชื™ ื‘ืชื—ื•ื ื”ื–ื”, ืฉืื ื• ืžืงืคื™ื“ื™ื ืขืœื™ื• ื‘ืงืคื“ื ื•ืช, ื”ื•ื ืฉืืชื ื”ื‘ืขืœื™ื ืฉืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื. ื”ื ืฆืจื™ื›ื™ื ืชืžื™ื“ ืœื”ื™ืืกืฃ ื‘ื”ืกื›ืžื” ืžืœืื” ื•ืžื“ืขืช ืฉืœื›ื, ืœื”ื™ืฉืžืจ ื‘ืื•ืคืŸ ืžืื•ื‘ื˜ื—, ื•ืœืขื•ืœื ืœื ืœื”ื™ื•ืช ืžืฉื•ืชืคื™ื ืื• ื‘ืฉื™ืžื•ืฉ ืœืœื ืจืฉื•ืชื›ื ื”ืžืคื•ืจืฉืช. ื”ืžื˜ืจื” ื”ื™ื ืœื”ืขื ื™ืง ืœื›ื ื›ื•ื— ื‘ืืžืฆืขื•ืช ืžื™ื“ืข ืขืœ ื”ืžื•ื— ืฉืœื›ื, ื•ื–ื” ืžืชื—ื™ืœ ื‘ื›ืš ืฉืชืžื™ื“ ืชื™ืฉืืจื• ื‘ืฉืœื™ื˜ื” ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื.

ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืจื—ืคืŸ ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ืื• ืœืจืื•ืช ืืช ื”ืชื’ื•ื‘ื” ื”ืจื’ืฉื™ืช ื”ืื•ืชื ื˜ื™ืช ืฉืœ ืื“ื ืœื™ืฆื™ืจื” ืžื•ื–ื™ืงืœื™ืช ื›ื‘ืจ ืื™ื ื” ืจืง ืจืขื™ื•ืŸ. ื”ื™ื™ืฉื•ืžื™ื ื”ืืœื” ื ื‘ื ื™ื ื”ื™ื•ื, ืžื•ื ืขื™ื ืขืœ ื™ื“ื™ ืชื—ื•ื ื”ืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ืžืกืคืงืช ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ื”ืžื•ื—, ื•ืžืชืจื’ืžืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœื• ืœืคืงื•ื“ื•ืช ืื• ืœืชื•ื‘ื ื•ืช. ื›ื“ื™ ืœื”ื‘ื™ืŸ ืื™ืš ื–ื” ืืคืฉืจื™, ืขืœื™ื ื• ืงื•ื“ื ืœืฉืื•ืœ, ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”? ืžื“ื•ื‘ืจ ื‘ื™ื™ืฉื•ื ื”ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ืœืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื•ืชื•ื›ื ื” ืœื ื™ืชื•ื—ื. ื–ื”ื• ืชื—ื•ื ืฉืžืืคืฉืจ ืœื ื• ืœื‘ื ื•ืช ืžืขืจื›ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ, ืœื‘ืฆืข ืžื—ืงืจ ืืงื“ืžื™ ืžืขืžื™ืง ื™ื•ืชืจ, ื•ืœื™ืฆื•ืจ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ ืœืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืจื’ืžืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืœืžื™ื“ืข ื“ื™ื’ื™ื˜ืœื™: ื”ื™ื ืžืฉืชืžืฉืช ื‘ื—ื•ืžืจื” ืœื ืคื•ืœืฉื ื™ืช ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื•ืžืฉืœื‘ืช ืื•ืชื” ืขื ืชื•ื›ื ื” ืฉื”ื•ืคื›ืช ืืช ื”ื ืชื•ื ื™ื ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืชื•ื‘ื ื•ืช ืื• ืœืคืงื•ื“ื•ืช ืžื•ื‘ื ื•ืช.

  • ื™ืฉ ืœื” ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื: ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื›ื‘ืจ ืžืฉืžืฉืช ืœืžื—ืงืจ ืืงื“ืžื™, ืœืื™ืกื•ืฃ ืžืฉื•ื‘ ืžืฉืชืžืฉื™ื ืœื ืžืกื•ื ืŸ ืขืœ ืžื•ืฆืจื™ื, ื•ืœื‘ื ื™ื™ืช ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืขื‘ื•ืจ ื—ื•ื•ื™ื•ืช ืื™ื ื˜ืจืืงื˜ื™ื‘ื™ื•ืช ื—ื“ืฉื•ืช.

  • ืฆืžื™ื—ื” ืื—ืจืื™ืช ื”ื™ื ื”ืžืคืชื— ืœืขืชื™ื“: ื”ืชื—ื•ื ืžืชืžืงื“ ื‘ื”ืคื™ื›ืช ื”ื›ืœื™ื ืœื ื’ื™ืฉื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ื™ื•ืชืจ ืœืžืฉืชืžืฉ, ืชื•ืš ืงื‘ื™ืขืช ืกื˜ื ื“ืจื˜ื™ื ืืชื™ื™ื ื—ื–ืงื™ื ืœื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื ื•ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืฉืžืฉ ืœื˜ื•ื‘ื”.

ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขื•ื–ืจืช ืœื ื• ืœื”ื‘ื™ืŸ ืืช ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื•ืœืงื™ื™ื ืขืžื ืื™ื ื˜ืจืืงืฆื™ื”. ื–ื”ื• ืชื—ื•ื ื”ืžื•ืงื“ืฉ ืœื‘ื ื™ื™ืช ื’ืฉืจ ื‘ื™ืŸ ื”ืขื•ืœื ื”ืคื ื™ืžื™, ื”ื‘ื™ื•ืœื•ื’ื™ ืฉืœื ื•, ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื—ื™ืฆื•ื ื™, ื”ื“ื™ื’ื™ื˜ืœื™. ื‘ืžืฉืš ื–ืžืŸ ืจื‘, ื”ืจืขื™ื•ืŸ ื”ื–ื” ื ืฉืžืข ื›ืžื• ืžืฉื”ื• ื”ื™ื™ืฉืจ ืžืžื“ืข ื‘ื“ื™ื•ื ื™, ืืš ื”ื•ื ื”ื•ืคืš ื‘ืžื”ื™ืจื•ืช ืœื›ืœื™ ืžืขืฉื™ ืขื‘ื•ืจ ืžื“ืขื ื™ื, ืžืคืชื—ื™ื ื•ื™ื•ืฆืจื™ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืœืœื• ืžืขื ื™ืงื•ืช ืœื ื• ื“ืจืš ื—ื“ืฉื” ืœืฆืคื•ืช ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—, ื•ืžืกืคืงื•ืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื ืฉืœ ืจื•ื‘ ื”ืื ืฉื™ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืฉืคื” ื—ื“ืฉื” ืฉืžืืคืฉืจืช ืœื ื• ืœื”ืื–ื™ืŸ ืœืžื” ืฉื”ืžื•ื— ืขื•ืฉื”, ื•ื‘ืžืงืจื™ื ืžืกื•ื™ืžื™ื, ืœื”ืฉื™ื‘ ืœื•.

ืžื˜ืจืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืœื™ืฆื•ืจ ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ืฉืœื ื•. ื–ื” ื™ื›ื•ืœ ืœื•ืžืจ ื›ืžื” ื“ื‘ืจื™ื ืฉื•ื ื™ื. ืœืคืขืžื™ื ืžื“ื•ื‘ืจ ื‘ืจื™ืฉื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื›ื“ื™ ืœื”ื‘ื™ืŸ ื›ื™ืฆื“ ืื ื• ืžื’ื™ื‘ื™ื ืœื—ื•ื•ื™ื•ืช ืฉื•ื ื•ืช. ื‘ืคืขืžื™ื ืื—ืจื•ืช, ืžื“ื•ื‘ืจ ื‘ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืœืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ื”ืคืขื™ืœื•ืช ืฉืœื”. ืชืงืฉื•ืจืช ื“ื•-ื›ื™ื•ื•ื ื™ืช ื–ื• ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ืžื”ืขื–ืจื” ืœืื ืฉื™ื ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ื•ืขื“ ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ. ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืฉืžืชืคืชื— ืœืœื ื”ืจืฃ, ื•ืžื•ืฆื ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ืžื—ืงืจ ืืงื“ืžื™, ื‘ืคื™ืชื•ื— ืžื•ืฆืจื™ื, ื•ื‘ืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช.

ืื™ืš ืžื•ื— ื•ืžื—ืฉื‘ื™ื ืžืชื—ื‘ืจื™ื

ื”ื—ื™ื‘ื•ืจ ื‘ื™ืŸ ืžื•ื— ืœืžื—ืฉื‘ ืžืชืจื—ืฉ ื‘ืืžืฆืขื•ืช ืžื›ืฉื™ืจ ืฉืžืฉืžืฉ ื›ืžืชืจื’ื. ื”ืžื›ืฉื™ืจ ื”ื–ื” ื™ื›ื•ืœ ืœืงืจื•ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื™ืฆืจื™ื ื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ื•ืœื”ืžื™ืจ ืื•ืชื ืœืคื•ืจืžื˜ ื“ื™ื’ื™ื˜ืœื™ ืฉืžื—ืฉื‘ ื™ื›ื•ืœ ืœื”ื‘ื™ืŸ. ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. โ€BCI ืœื ืงื•ืจื ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ืืœื ืžื–ื”ื” ื“ืคื•ืกื™ื ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื ื”ืงืฉื•ืจื™ื ืœื›ื•ื•ื ื•ืช ืื• ืœืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืžืกื•ื™ืžื™ื.

ืœื“ื•ื’ืžื”, BCI ื™ื›ื•ืœ ืœืœืžื•ื“ ืœื–ื”ื•ืช ืืช ื”ื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ืฉืžืชืจื—ืฉื™ื ื›ืฉืืชื ืžื“ืžื™ื™ื ื™ื ืฉืืชื ืžื–ื™ื–ื™ื ืืช ื”ื™ื“ ื”ืฉืžืืœื™ืช ืฉืœื›ื. ื‘ืจื’ืข ืฉื”ื•ื ืžื–ื”ื” ืืช ื”ืชื‘ื ื™ืช ื”ื–ืืช, ื”ื•ื ื™ื›ื•ืœ ืœืฉืœื•ื— ืคืงื•ื“ื” ืœืžื—ืฉื‘ ืื• ืœื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื›ื“ื™ ืœื‘ืฆืข ืคืขื•ืœื”. ื›ืš ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœืžื˜ื•ืคืœื™ื ืขื ืฉื™ืชื•ืง ืœืชืงืฉืจ ืื• ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื”ื ืงืจืื™ื ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื. ื ื™ืชืŸ ืœืกื•ื•ื’ ืžืžืฉืงื™ื ืืœื” ื‘ื›ืžื” ื“ืจื›ื™ื, ืืš ืื—ืช ื”ื”ื‘ื—ื ื•ืช ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื‘ื™ืŸ ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช ื•ืœื ืคื•ืœืฉื ื™ื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื›ืžื• ืฉืชืœื™ื ืžื•ื—ื™ื™ื, ืžืžื•ืงืžื•ืช ื™ืฉื™ืจื•ืช ื‘ืชื•ืš ื”ื’ื•ืฃ ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื—. ื”ืŸ ื™ื›ื•ืœื•ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืžื“ื•ื™ืงื™ื ืžืื•ื“, ืืš ื›ืจื•ื›ื•ืช ื‘ืกื™ื›ื•ื ื™ื ืžืฉืžืขื•ืชื™ื™ื ื•ื‘ื“ืจืš ื›ืœืœ ืฉืžื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ื ืงืœื™ื ื™ื™ื.

ืœืขื•ืžืช ื–ืืช, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ. ืื•ื–ื ื™ื•ืช EEG, ื›ืžื• ืืœื• ืฉืื ื• ืžืชื›ื ื ื™ื ื‘-Emotiv, ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ื”ืžื•ื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื‘ื‘ื˜ื—ื” ื•ืœืœื ื›ืœ ื ื™ืชื•ื—. ืžื›ืฉื™ืจื™ื ืืœื” ืžืืคืฉืจื™ื ืœื›ืœ ืื—ื“ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—, ื•ืœื”ืคื•ืš ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช ืžื•ืจื›ื‘ืช ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช ืœืžื—ืงืจ, ืœืคื™ืชื•ื— ืื• ืœืคืจื•ื™ืงื˜ื™ื ื™ืฆื™ืจืชื™ื™ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืชื”ืœื™ืš ื‘ืŸ ืฉื ื™ ื—ืœืงื™ื. ืจืืฉื™ืช, ื”ื™ื ื›ื•ืœืœืช ื›ืœื™ื ืฉื™ื›ื•ืœื™ื ืœื”ืชืžืžืฉืง ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืžื“ื•ื“ ืื•ืชื•ืช ืžื”ืžื•ื—. ืฉื ื™ืช, ื”ื™ื ืžืฉืชืžืฉืช ื‘ืชื•ื›ื ื” ื›ื“ื™ ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืžื™ื“ืข ืžื•ื‘ืŸ ื•ื ื™ืชืŸ ืœืคืขื•ืœื”. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ื‘ื™ืŸ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ืฉืœื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื—ื™ื‘ื•ืจ ื”ื–ื” ืžืืคืฉืจ ืœื ื• ืœืขืฉื•ืช ื“ื‘ืจื™ื ืžื“ื”ื™ืžื™ื, ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ืœื”ื‘ื ื” ืขืžื•ืงื” ื™ื•ืชืจ ืฉืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื’ื™ื‘ื™ื ืœืขื•ืœื ืฉืกื‘ื™ื‘ื ื•.

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื”ืžื–ื”ื™ื ืืช ื”ื“ื—ืคื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื›ืฉื”ื ืžืชืงืฉืจื™ื. ืื•ืชื•ืช ืืœื”, ืื• ื’ืœื™ ืžื•ื—, ืžืฉืชื ื™ื ื‘ื”ืชืื ืœืžืฆื‘ ื”ืžื ื˜ืœื™, ืœืจืžืช ื”ืžื™ืงื•ื“ ื•ืœืชื’ื•ื‘ื•ืช ื”ืจื’ืฉื™ื•ืช ืฉืœื›ื. ื‘ืืžืฆืขื•ืช ืœื›ื™ื“ืช ื”ื ืชื•ื ื™ื ื”ืืœื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืคืขื™ืœื•ืช ื”ืžื•ื—, ื‘ืœื™ ืœื”ืกืชืžืš ืขืœ ื“ื™ื•ื•ื—ื™ื ืขืฆืžื™ื™ื ืื• ืชืฆืคื™ื•ืช. ื”ืงืกื ื”ืืžื™ืชื™ ืžืชืจื—ืฉ ื›ืฉื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ืืœื” ืžื ื•ืชื—ื™ื, ื•ื—ื•ืฉืคื™ื ื“ืคื•ืกื™ื ืฉื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ื”ื ืœื›ืœ ื“ื‘ืจ, ืžืžื—ืงืจ ืืงื“ืžื™ ื•ืขื“ ืคื™ืชื•ื— ื—ื•ื•ื™ื•ืช ืžืฉืชืžืฉ ื—ื“ืฉื•ืช. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืœ ื—ืœืง ื‘ืชื”ืœื™ืš ื”ื–ื” ืžืงืจื•ื‘ ื™ื•ืชืจ.

ืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืžืฉืช ื‘ืžื” ืฉื ืงืจืื™ื "ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื" ื›ื“ื™ ืœืชืงืฉืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืงื™ื ืืœื” ื™ื›ื•ืœื™ื ืœื”ื™ื•ืช ืคื•ืœืฉื ื™ื™ื (ื”ื“ื•ืจืฉื™ื ื ื™ืชื•ื—) ืื• ืœื ืคื•ืœืฉื ื™ื™ื, ื›ืžื• ืื•ื–ื ื™ื™ืช EEG ืฉื™ื•ืฉื‘ืช ืขืœ ื”ืงืจืงืคืช. ืฉื™ื˜ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ื”ืŸ ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ืœื™ื™ืฉื•ืžื™ ืฆืจื›ื ื™ื ื•ืœืžื—ืงืจ. ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ืืœืงื˜ืจื•ื“ื•ืช ืจื’ื™ืฉื•ืช ื›ื“ื™ ืœืงืœื•ื˜ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืชื”ืœื™ืš ื”ื–ื” ื”ื•ื ืคืกื™ื‘ื™; ื”ืžื›ืฉื™ืจ ืคืฉื•ื˜ "ืžืงืฉื™ื‘" ืœืคืขื™ืœื•ืช ื”ืžื•ื—. ืœืื—ืจ ืžื›ืŸ ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืฉื ืจืฉืžื• ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื ื—ื™ืฆื•ื ื™ื™ื, ื•ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘. ื‘ืžืงืจื™ื ืื—ืจื™ื, ื›ืžื” ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื™ื›ื•ืœื•ืช ื’ื ืœืฉืœื•ื— ืื•ืชื•ืช ืœืžื•ื— ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ืคืขื™ืœื•ืชื•, ืชื”ืœื™ืš ื”ื™ื“ื•ืข ื›ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”.

ื”ืคื™ื›ืช ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื’ื•ืœืžื™ื™ื ื ืจืื™ื ื›ืžื• ืจืฆืฃ ืฉืœ ืงื•ื•ื™ื ืžืชืคืชืœื™ื ื•ืžื•ืจื›ื‘ื™ื. ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื ืœืฉื™ืžื•ืฉื™ื™ื, ืฆืจื™ืš ืœื”ืคื•ืš ืื•ืชื ืœืชื•ื‘ื ื•ืช. ื›ืืŸ ื ื›ื ืกืช ืœืชืžื•ื ื” ืชื•ื›ื ื” ืžืชื•ื—ื›ืžืช. ืืœื’ื•ืจื™ืชืžื™ื ืžืขื‘ื“ื™ื ืืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื, ืžื–ื”ื™ื ื“ืคื•ืกื™ื ื•ืžืชืจื’ืžื™ื ืื•ืชื ืœืžื“ื“ื™ื ืฉืงืœ ื™ื•ืชืจ ืœื”ื‘ื™ืŸ, ื›ืžื• ืจืžื•ืช ืฉืœ ืœื—ืฅ, ืžื™ืงื•ื“ ืื• ืžืขื•ืจื‘ื•ืช. ืœื“ื•ื’ืžื”, ื‘ืชื—ื•ื ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื—ื•ืงืจื™ื ื™ื›ื•ืœื™ื ืœืžื“ื•ื“ ืืช ื”ืชื’ื•ื‘ื” ื”ืœื ืžื•ื“ืขืช ื•ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืฉืœ ืื“ื ืœืคืจืกื•ืžืช ืื• ืœืžื•ืฆืจ. ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื— ืชื’ื•ื‘ื•ืช ื”ืžื•ื—, ื”ื ื™ื›ื•ืœื™ื ืœืจืื•ืช ืžื” ื‘ืืžืช ืœื•ื›ื“ ืชืฉื•ืžืช ืœื‘ ืื• ืžืขื•ืจืจ ืงืฉืจ ืจื’ืฉื™, ื•ืœืกืคืง ืชื•ื‘ื ื•ืช ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ืขืœื•ืœื™ื ืœื”ื—ืžื™ืฅ. ื”ืžืขื‘ืจ ื”ื–ื” ืžืื•ืช ื’ื•ืœืžื™ ืœืชื•ื‘ื ื” ื‘ืจื•ืจื” ื”ื•ื ืžื” ืฉื”ื•ืคืš ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื›ืœ ื›ืš ืขื•ืฆืžืชื™ืช.

ืžื”ื ืกื•ื’ื™ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืฉื•ื ื™ื?

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ื ื” ื›ืœื™ ื™ื—ื™ื“; ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืขื ื›ืžื” ืขื ืคื™ื ืžื•ื‘ื—ื ื™ื, ืฉืœื›ืœ ืื—ื“ ืžื”ื ืžื˜ืจื” ื•ื’ื™ืฉื” ืžืฉืœื•. ืžื™ืฆื™ืจืช ืงืฉืจื™ื ื™ืฉื™ืจื™ื ื‘ื™ืŸ ื”ืžื•ื— ืฉืœื ื• ืœืžื—ืฉื‘ื™ื ื•ืขื“ ืฉื™ืงื•ื ืชืคืงื•ื“ื™ ื—ื™ืฉื” ืฉืื‘ื“ื•, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช. ื”ื‘ื ืช ื”ืงื˜ื’ื•ืจื™ื•ืช ื”ืขื™ืงืจื™ื•ืช ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœื›ื ืœืจืื•ืช ืืช ืžืœื•ื ื”ื”ื™ืงืฃ ืฉืœ ืžื” ืฉืืคืฉืจื™ ื•ืœืžืฆื•ื ืืช ื”ืชื—ื•ื ืฉืžืชืื™ื ืœืžื˜ืจื•ืช ืฉืœื›ื. ื‘ื•ืื• ื ื‘ื—ืŸ ืืช ืืจื‘ืขืช ื”ืกื•ื’ื™ื ื”ืžืจื›ื–ื™ื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืขืฆื‘ื™ื ืืช ื”ืชื—ื•ื ื›ื™ื•ื.

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCIs)

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ืื• BCIs, ื™ื•ืฆืจื™ื ืชืงืฉื•ืจืช ื™ืฉื™ืจื” ื‘ื™ืŸ ื”ืžื•ื— ืœืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ืฉืžืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืœืคืงื•ื“ื•ืช. ื–ื” ืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืชื•ื›ื ื” ืื• ื‘ื—ื•ืžืจื” ืคืฉื•ื˜ ื‘ืืžืฆืขื•ืช ืžื—ืฉื‘ื”. ืœืžืฉืœ, ืืคืฉืจ ืœื”ื–ื™ื– ืกืžืŸ ืขืœ ื”ืžืกืš ืื• ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจ ื‘ื™ืช ื—ื›ื ื‘ืœื™ ืœื”ืจื™ื ืืฆื‘ืข. ืชื•ื›ื ืช EmotivBCI ืฉืœื ื• ื ื•ืขื“ื” ืœื”ืคื•ืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœื ื’ื™ืฉื” ื™ื•ืชืจ, ื•ืœืืคืฉืจ ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืฉืžื’ื™ื‘ื™ื ืœืคืขื™ืœื•ืช ื”ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ื”ืชื—ื•ื ื”ื–ื” ืขื•ืกืง ื›ื•ืœื• ื‘ื”ืคื™ื›ืช ืžื—ืฉื‘ื” ืœืคืขื•ืœื”.

ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”

ื‘ืขื•ื“ ืฉ-BCIs ืžืชืžืงื“ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื‘ืงืจื™ืืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื, ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืืœ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ื ื•ืขื“ื• ืœืขื•ืจืจ ื—ืœืงื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ื”ืžื•ื— ืื• ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืฉื ื•ืช ืืช ืคืขื™ืœื•ืชื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื•ื›ืจื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ื”ืœื™ืš ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ื‘ืžื•ื— ื›ื“ื™ ืœืกื™ื™ืข ื‘ื”ืคื—ืชืช ืจืขื“ ืืฆืœ ืื ืฉื™ื ืขื ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ. ืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ื•ื ื—ืงืจื•ืช ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ื™ื™ืฉื•ืžื™ื, ืžื ื™ื”ื•ืœ ื›ืื‘ ื›ืจื•ื ื™ ื•ืขื“ ืชืžื™ื›ื” ื‘ื‘ืจื™ืื•ืช ื”ื ืคืฉ. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื›ื•ื•ื ืŸ ื‘ืื•ืคืŸ ืคืขื™ืœ ืžืขื’ืœื™ื ืขืฆื‘ื™ื™ื ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื” ืจืฆื•ื™ื”.

ื ื•ื™ืจื•-ื”ื“ืžื™ื” ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG

ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืžืขื ื™ืงื•ืช ืœื ื• ื—ืœื•ืŸ ืืœ ื”ืžื•ื—, ื•ืžืืคืฉืจื•ืช ืœื ื• ืœืจืื•ืช ืžื” ืงื•ืจื” ื‘ืชื•ื›ื•. ื˜ื›ื ื™ืงื•ืช ื›ืžื• fMRI ื•ืกืจื™ืงื•ืช PET ืžืกืคืงื•ืช ืชืžื•ื ื•ืช ืžืคื•ืจื˜ื•ืช ืฉืœ ืžื‘ื ื” ื•ืคืขื™ืœื•ืช ื”ืžื•ื—, ืืš ื”ืŸ ืœืจื•ื‘ ื“ื•ืจืฉื•ืช ืฆื™ื•ื“ ื’ื“ื•ืœ ื•ื™ืงืจ. ื›ืืŸ ื ื›ื ืกืช ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). โ€EEG ื”ื™ื ืฉื™ื˜ื” ื”ืžืฉืžืฉืช ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ื“ื•ืช ื”ืžื•ื ื—ื•ืช ืขืœ ื”ืงืจืงืคืช. ื–ื•ื”ื™ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช, ื ื™ื™ื“ืช ื•ื—ืกื›ื•ื ื™ืช ืœืฆืคื™ื™ื” ื‘ื’ืœื™ ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ืžื‘ื—ื™ื ื” ืงืœื™ื ื™ืช, EEG ืžืฉืžืฉืช ืœืกื™ื•ืข ื‘ืื‘ื—ื•ืŸ ืžืฆื‘ื™ื ื›ืžื• ืืคื™ืœืคืกื™ื” ื•ื”ืคืจืขื•ืช ืฉื™ื ื”. ืขื‘ื•ืจ ื—ื•ืงืจื™ื ื•ืžืคืชื—ื™ื, ื–ื”ื• ื›ืœื™ ืจื‘ ืขื•ืฆืžื” ืœื”ื‘ื ืช ืžืฆื‘ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื•ืจื’ืฉื™ื™ื.

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ื•ืžื›ืฉื™ืจื™ ืขื–ืจ

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ืคื•ืขืœืช ื›"ื—ืœืงื™ ื—ื™ืœื•ืฃ" ืžืชืงื“ืžื™ื ืขื‘ื•ืจ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื, ื•ืขื•ื–ืจืช ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ืขืงื‘ ืคืฆื™ืขื” ืื• ืžื—ืœื”. ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื—ื‘ืจื™ื ืœืžื•ื— ื›ื“ื™ ืœื”ืฉื™ื‘ ื—ื•ืฉื™ื, ืชื ื•ืขื” ืื• ืืคื™ืœื• ื™ื›ื•ืœื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ื•ืช. ื“ื•ื’ืžื” ืงืœืืกื™ืช ื”ื™ื ืฉืชืœ ื”ืฉื‘ืœื•ืœ, ืฉืขื•ืงืฃ ืืช ื”ื—ืœืงื™ื ื”ืคื’ื•ืขื™ื ื‘ืื•ื–ืŸ ื›ื“ื™ ืœืขื•ืจืจ ื™ืฉื™ืจื•ืช ืืช ืขืฆื‘ ื”ืฉืžืข, ื•ืžืืคืฉืจ ืœืื ืฉื™ื ืขื ืื•ื‘ื“ืŸ ืฉืžื™ืขื” ืขืžื•ืง ืœืฉืžื•ืข ืฉื•ื‘. ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžืคื•ืชื—ื•ืช ื›ื“ื™ ืœื”ืฉื™ื‘ ืจืื™ื™ื” ืœืขื™ื•ื•ืจื™ื ื•ืœืืคืฉืจ ืœืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืœืฉืœื•ื˜ ื‘ื’ืคื™ื™ื ืจื•ื‘ื•ื˜ื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืชืžืงื“ืช ื‘ืฉื™ืžื•ืฉ ื‘ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื›ื“ื™ ืœื’ืฉืจ ืขืœ ืคืขืจื™ื ื•ืœื”ืฉื™ื‘ ื™ื›ื•ืœื•ืช ืื ื•ืฉื™ื•ืช.

ืื™ืคื” ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืคื™ืขื”?

ืžืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืขื“ ืœืฉื•ืง ื”ืฆืจื›ื ื™, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื. ื”ื™ื›ื•ืœืช ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื™ื•ืฆืจืช ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ืฉืคืขื ื”ื™ื• ื—ื•ืžืจ ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ื›ืœื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœื ื• ืœื”ื‘ื™ืŸ ื‘ืจื™ืื•ืช, ื”ืชื ื”ื’ื•ืช ื•ื—ื•ื•ื™ื” ืื ื•ืฉื™ืช ื‘ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ. ื”ื ื” ื›ืžื” ืžืชื—ื•ืžื™ ื”ืžืคืชื— ืฉื‘ื”ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื‘ืจ ืžื™ื•ืฉืžืช.

ืฉื™ืžื•ืฉื™ื ืจืคื•ืื™ื™ื ื•ื˜ื™ืคื•ืœื™ื™ื

ื‘ืขื•ืœื ื”ืจืคื•ืื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฆื™ืขื” ืฉื™ื˜ื•ืช ืขื•ืฆืžืชื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ื™ืฉื™ืจื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื‘ื•ืกืกื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ืžืกื™ื™ืขื•ืช ื‘ื ื™ื”ื•ืœ ืชืกืžื™ื ื™ื ืฉืœ ืžืฆื‘ื™ื ื›ืžื• ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ ื•ืืคื™ืœืคืกื™ื”. ืžืขื‘ืจ ืœื”ืœื™ื›ื™ื ื”ืคื•ืœืฉื ื™ื™ื ื”ืืœื”, ื—ื•ืงืจื™ื ื‘ื•ื—ื ื™ื ื›ื™ืฆื“ ื›ืœื™ื ืœื ืคื•ืœืฉื ื™ื™ื ื™ื›ื•ืœื™ื ืœืชืžื•ืš ื‘ื™ืขื“ื™ื ื˜ื™ืคื•ืœื™ื™ื. ื”ืชืคืชื—ื•ื™ื•ืช ืืœื” ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืกื•ืœืœื•ืช ืืช ื”ื“ืจืš ืœื’ื™ืฉื•ืช ื—ื“ืฉื•ืช ืœื‘ืจื™ืื•ืช ื ื•ื™ืจื•ืœื•ื’ื™ืช, ื•ืžืกืคืงื•ืช ืœืจื•ืคืื™ื ื•ืœืžื˜ื•ืคืœื™ื ื™ื•ืชืจ ืืคืฉืจื•ื™ื•ืช ืœื˜ื™ืคื•ืœ ื•ืœืฉื™ืงื•ื.

ืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš

ืขื‘ื•ืจ ืžื“ืขื ื™ื ื•ืื ืฉื™ ื—ื™ื ื•ืš, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืžืชืจื—ืฉ ื‘ืชื•ืš ื”ืžื•ื—. ื”ื™ื ืžืืคืฉืจืช ืœื—ื•ืงืจื™ื ืœื—ืงื•ืจ ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื›ืžื• ืงืฉื‘, ื–ื™ื›ืจื•ืŸ ื•ืจื’ืฉ ื‘ืจืžืช ืคื™ืจื•ื˜ ืžื“ื”ื™ืžื”. ืžืขืจื›ื•ืช EEG ื ื™ื™ื“ื•ืช ื”ื™ื• ื‘ืžื™ื•ื—ื“ ื’ื•ืจื ืžืฉื ื” ืžืฉื—ืง, ื•ืืคืฉืจื• ืœืžื—ืงืจ ืืงื“ืžื™ ืœืฆืืช ืžื”ืžืขื‘ื“ื” ื•ืœื”ื™ื›ื ืก ืœืกื‘ื™ื‘ื•ืช ื˜ื‘ืขื™ื•ืช ื•ื™ื•ืžื™ื•ืžื™ื•ืช ื™ื•ืชืจ. ื”ืฉื™ื ื•ื™ ื”ื–ื” ืขื•ื–ืจ ืœื—ื•ืงืจื™ื ืœืืกื•ืฃ ื ืชื•ื ื™ื ืื•ืชื ื˜ื™ื™ื ื™ื•ืชืจ ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืžืชืคืงื“ ื‘ืžื”ืœืš ืคืขื™ืœื•ื™ื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื•ืœื”ื’ื™ืข ืœืชื•ื‘ื ื•ืช ืขืžื•ืงื•ืช ื™ื•ืชืจ ืขืœ ื”ืชื ื”ื’ื•ืช ืื ื•ืฉื™ืช ื•ืœืžื™ื“ื”.

ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ื•ืชื•ื‘ื ื•ืช ืฆืจื›ื ื™ื•ืช

ืขืกืงื™ื ืžืฉืชืžืฉื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ื˜ื•ื‘ ื™ื•ืชืจ ืžื” ืœืงื•ื—ื•ืช ื‘ืืžืช ื—ื•ืฉื‘ื™ื ื•ืžืจื’ื™ืฉื™ื. ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืžืฉืชืžืฉ ื‘ื›ืœื™ื ื›ืžื• EEG ื›ื“ื™ ืœืžื“ื•ื“ ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ืœืคืจืกื•ืžื•ืช, ืœืžื•ืฆืจื™ื ื•ืœื—ื•ื•ื™ื•ืช ืžื•ืชื’. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžื” ืฉืื ืฉื™ื ืื•ืžืจื™ื ื‘ืกืงืจื™ื, ื—ื‘ืจื•ืช ื™ื›ื•ืœื•ืช ืœืจืื•ืช ื‘ื–ืžืŸ ืืžืช ืืช ื”ืžืขื•ืจื‘ื•ืช ื”ืจื’ืฉื™ืช ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืื• ืืช ื”ืขื•ืžืก ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœ ืื“ื. ื”ื ืชื•ื ื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœืžื•ืชื’ื™ื ืœื™ืฆื•ืจ ืงืžืคื™ื™ื ื™ื ืฉื™ื•ื•ืงื™ื™ื ื™ืขื™ืœื™ื ื•ืžื”ื“ื”ื“ื™ื ื™ื•ืชืจ. ืชื•ื›ื ืช Emotiv Studio ืฉืœื ื•, ืœืžืฉืœ, ื ื•ืขื“ื” ืœืขื–ื•ืจ ืœื—ื•ืงืจื™ื ืœื‘ืฆืข ืกื•ื’ื™ื ื›ืืœื” ืฉืœ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื.

ื’ื™ืฉื” ืœื›ืœื™ ืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื’ื ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืœืฉื™ืžื•ืฉ ืื™ืฉื™, ื•ืžืกืคืงืช ื›ืœื™ื ืœืื ืฉื™ื ื”ืžืขื•ื ื™ื™ื ื™ื ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ืฉืœื”ื. ื™ื™ืฉื•ืžื™ื ืืœื” ืžืชืžืงื“ื™ื ื‘ืžืชืŸ ืžืฉื•ื‘ ืขืœ ื”ืžืฆื‘ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื, ื›ืžื• ืžื™ืงื•ื“, ืœื—ืฅ ื•ื”ืจืคื™ื”. ืœื“ื•ื’ืžื”, ืžืขืจื›ื•ืช ื ื•ื™ืจื•ืคื™ื“ื‘ืง ื™ื›ื•ืœื•ืช ืœืขื–ื•ืจ ืœื›ื ืœืืžืŸ ืืช ื”ืงืฉื‘, ื‘ืขื•ื“ ืฉืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ื™ื›ื•ืœ ืœืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืืคืœื™ืงืฆื™ื•ืช ื•ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”. ื›ืœื™ื ืืœื” ืื™ื ื ืžื‘ื˜ื™ื—ื™ื ื”ื‘ื˜ื—ื•ืช ืจืคื•ืื™ื•ืช; ื‘ืžืงื•ื ื–ืืช, ื”ื ืžืฆื™ืขื™ื ื“ืจืš ืœื”ืชื—ื‘ืจ ืœื“ืคื•ืกื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื ื•ืœืœืžื•ื“ ืขืœื™ื”ื ื‘ืื•ืคืŸ ื—ื“ืฉ ื•ืื™ื ื˜ืจืืงื˜ื™ื‘ื™.

ืžื“ื•ืข EEG ื”ื•ื ืžืจื›ื™ื‘ ืžืจื›ื–ื™ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช

ื›ืฉืžื“ื‘ืจื™ื ืขืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ืงืฉื” ืœื”ืคืจื™ื– ื‘ื—ืฉื™ื‘ื•ืชื” ืฉืœ ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื”, ืื• EEG. ื–ื•ื”ื™ ืื—ืช ื”ืฉื™ื˜ื•ืช ื”ืžื‘ื•ืกืกื•ืช ื•ื”ืืžื™ื ื•ืช ื‘ื™ื•ืชืจ ืœืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื•ืœื ื‘ื›ื“ื™. EEG ืžืกืคืง ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืœื™ ืœื“ืจื•ืฉ ืฉื•ื ื”ืœื™ืš ืคื•ืœืฉื ื™. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื•ื‘ื˜ื™ื—ื•ืช ืœืžืฉืชืžืฉ ื”ื•ืคืš ืื•ืชื• ืœืื‘ืŸ ื™ืกื•ื“ ืฉืœ ื”ืชื—ื•ื, ื•ืžื ื™ืข ื”ื›ื•ืœ, ืžืžื—ืงืจ ืืงื“ืžื™ ืคื•ืจืฅ ื“ืจืš ื•ืขื“ ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉื ื™ื™ื. ื–ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžื’ืฉืจืช ืขืœ ื”ืคืขืจ ื‘ื™ืŸ ื”ื‘ื™ื•ืœื•ื’ื™ื” ืฉืœื ื• ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™.

ื‘ื ื™ื’ื•ื“ ืœื˜ื›ื ื™ืงื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืื—ืจื•ืช ืฉืขืฉื•ื™ื•ืช ืœื“ืจื•ืฉ ืžื›ื•ื ื•ืช ื’ื“ื•ืœื•ืช ื•ื ื™ื™ื—ื•ืช, ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ื”ืคื›ื” ืœื ื’ื™ืฉื” ื•ื ื™ื™ื“ืช ื™ื•ืชืจ ื•ื™ื•ืชืจ. ื”ื”ืชืคืชื—ื•ืช ื”ื–ื• ื”ื™ื ืžืจื›ื–ื™ืช ืœืฆืžื™ื—ืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช, ืžืฉื•ื ืฉื”ื™ื ืžืืคืฉืจืช ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ื‘ื”ืงืฉืจื™ื ืฉืœ ื”ืขื•ืœื ื”ืืžื™ืชื™. ื”ื™ื›ื•ืœืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช ืฉืœ ืžืขื‘ื“ื” ืคื•ืชื—ืช ืžื’ื•ื•ืŸ ืขืฆื•ื ืฉืœ ื™ื™ืฉื•ืžื™ื. ืžื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ืฆืจื›ื ื™ื ืžื’ื™ื‘ื™ื ืœืžื•ืฆืจ ื•ืขื“ ืœืคื™ืชื•ื— ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื—ื™ื•ื ื™ื™ื ืฉืžื ื™ืขื™ื ื—ื“ืฉื ื•ืช. ื–ื”ื• ื›ืœื™ ืžืขืฉื™, ื’ืžื™ืฉ ื•ืขื•ืฆืžืชื™ ืฉื”ื•ืคืš ื”ืจื‘ื” ืžื”ื”ืชืงื“ืžื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื™ื•ื ืœืืคืฉืจื™ืช. ื”ื•ื ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ืžื—ืงืจ ื”ืžื•ื—, ืžื•ืฆื™ื ืื•ืชื• ืžื”ืชื—ื•ื ื”ื‘ืœืขื“ื™ ืฉืœ ืžืชืงื ื™ื ืžืชืžื—ื™ื ืžืื•ื“ ื•ืžืขืžื™ื“ ืื•ืชื• ื‘ื™ื“ื™ ื™ืฆืจื ื™ื, ืžื—ื ื›ื™ื ื•ืื ืฉื™ื ืคืจื˜ื™ื™ื ื‘ื›ืœ ืžืงื•ื.

ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ืฉืœ EEG

ื‘ื‘ืกื™ืกื•, EEG ื”ื•ื ืฉื™ื˜ื” ื”ืžืชืขื“ืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื, ืื• ืืœืงื˜ืจื•ื“ื•ืช, ื”ืžื•ืฆื‘ื™ื ืขืœ ื”ืงืจืงืคืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ืื–ื ื” ืœืฉื™ื—ื•ืช ื”ื—ืฉืžืœื™ื•ืช ื”ืžืชืจื—ืฉื•ืช ื‘ืชื•ืš ื”ืžื•ื— ืฉืœื›ื. ืžื›ื™ื•ื•ืŸ ืฉื–ื• ืฉื™ื˜ื” ืœื ืคื•ืœืฉื ื™ืช, ื–ื• ื“ืจืš ื‘ื˜ื•ื—ื” ื•ืžืขืฉื™ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืฉื™ืจื™ื ื‘ื–ืžืŸ ืืžืช ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช. ื–ื” ื”ื•ืคืš ืื•ืชื” ืœื›ืœื™ ื™ืกื•ื“ื™ ืขื‘ื•ืจ ื›ืœ ืžื™ ืฉืžื‘ืงืฉ ืœื”ื‘ื™ืŸ ืืช ืชืคืงื•ื“ ื”ืžื•ื—. ื‘ื™ืŸ ืื ืืชื ื—ื•ืงืจื™ื ืฉืœื•ืžื“ื™ื ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืื• ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืคืœื™ืงืฆื™ื” ื—ื“ืฉื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ื“ืจื•ืฉื™ื ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืฉื ื™ืชืŸ ืœืคืขื•ืœ ืœืคื™ื”ืŸ. ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ื”ื–ื” ื”ื•ื ืฉื™ืฆืง ืืช ืžืงื•ืžื• ืฉืœ EEG ื”ืŸ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ื”ืŸ ื‘ืžืขื‘ื“ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื“ืจื ื™ื•ืช.

ื”ืžืขื‘ืจ ืœืคืชืจื•ื ื•ืช EEG ื ื™ื™ื“ื™ื

ื‘ืžืฉืš ื–ืžืŸ ืจื‘, EEG ื”ื™ื” ืžื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื›ื‘ื“ ื•ื™ืงืจ. ืื‘ืœ ื–ื” ื›ื‘ืจ ืœื ื”ืžืฆื‘. ื”ืชืงื“ืžื•ื™ื•ืช ืื—ืจื•ื ื•ืช ื”ื•ื‘ื™ืœื• ืœืคื™ืชื•ื— ืื•ื–ื ื™ื•ืช EEG ืงืœื•ืช ืžืฉืงืœ ื•ื ื™ื™ื“ื•ืช ืฉืืคืฉืจ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื›ืžืขื˜ ื‘ื›ืœ ืžืงื•ื. ื”ืžืขื‘ืจ ื”ื–ื” ืžืฉื ื” ืืช ื›ืœืœื™ ื”ืžืฉื—ืง, ื›ื™ ื”ื•ื ืžืืคืฉืจ ื’ืžื™ืฉื•ืช ืจื‘ื” ื™ื•ืชืจ ื‘ืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ืžืกื•ืจืชื™ื•ืช. ื“ืžื™ื™ื ื• ืื™ืกื•ืฃ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืฉืžื™ืฉื”ื• ืžื‘ืฆืข ืžืฉื™ืžื” ืœื™ื“ ืฉื•ืœื—ืŸ ื”ืขื‘ื•ื“ื” ืฉืœื• ืื• ืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื•ืฆืจ ื—ื“ืฉ ื‘ืกื‘ื™ื‘ื” ื˜ื‘ืขื™ืช. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืืกื•ืฃ ืžื™ื“ืข ื‘ืชืจื—ื™ืฉื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืžืกืคืงืช ื”ื‘ื ื” ืขืฉื™ืจื” ื•ืžื“ื•ื™ืงืช ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืชืคืงื•ื“ ื”ืžื•ื—, ื•ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืžื—ืงืจ ืžืฉืชืžืฉื™ื, ืœื™ื™ืฉื•ืžื™ ืจื•ื•ื—ื” ื•ืขื•ื“ ื”ืจื‘ื” ืžืขื‘ืจ ืœื›ืš.

ืžืฆื™ืืช ื›ืœื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื ื’ื™ืฉื™ื

ื”ืชื—ืœืช ื”ืขื‘ื•ื“ื” ืขื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคืฉื•ื˜ื” ื™ื•ืชืจ ืžืžื” ืฉืื•ืœื™ ื ื“ืžื” ืœื›ื. ื”ืžืคืชื— ื”ื•ื ืœื”ืชืื™ื ืืช ื”ื›ืœื™ื ื”ื ื›ื•ื ื™ื ืœืžื˜ืจื•ืช ื”ืคืจื•ื™ืงื˜ ืฉืœื›ื. ื‘ื™ืŸ ืื ืืชื ืขื•ืจื›ื™ื ืžื—ืงืจ ืจืฉืžื™, ื—ื•ืงืจื™ื ื”ืชื ื”ื’ื•ืช ืฆืจื›ื ื™ืช ืื• ืžืคืชื—ื™ื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉ, ืžืขืจืš ื—ื–ืง ืžื•ืจื›ื‘ ืžืฉื ื™ ืจื›ื™ื‘ื™ ืœื™ื‘ื”: ืื•ื–ื ื™ื™ืช EEG ืœืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื•ืชื•ื›ื ื” ืฉืชืกื™ื™ืข ืœื›ื ืœืคืจืฉ ืื•ืชื. ืžืฆื™ืืช ื”ืฉื™ืœื•ื‘ ื”ื ื›ื•ืŸ ื”ื™ื ื”ืฆืขื“ ื”ืจืืฉื•ืŸ ืœื”ืคื™ื›ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช.

ืื•ื–ื ื™ื•ืช EEG ืœื›ืœ ืžื˜ืจื”

ืœื ื›ืœ ื”ืคืจื•ื™ืงื˜ื™ื ื“ื•ืจืฉื™ื ืืช ืื•ืชื” ืจืžืช ื ืชื•ื ื™ื, ื•ืœื›ืŸ ืคื™ืชื—ื ื• ืžื’ื•ื•ืŸ ืื•ื–ื ื™ื•ืช EEG ื”ืžื™ื•ืขื“ื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉื•ื ื™ื. ืœืื™ืกื•ืฃ ื ืชื•ื ื™ื ืžื”ื™ืจ ื•ื“ื™ืกืงืจื˜ื™ ื‘ืกื‘ื™ื‘ื•ืช ืžื”ืขื•ืœื ื”ืืžื™ืชื™, ืื•ื–ื ื™ื•ืช ื”-MN8 ืฉืœื ื• ืžืฆื™ืขื•ืช ืคืชืจื•ืŸ ืคืฉื•ื˜ ื‘ืŸ 2 ืขืจื•ืฆื™ื, ืžื•ืฉืœื ืœืงื‘ืœืช ืชื—ื•ืฉื” ื›ืœืœื™ืช ืฉืœ ืžืขื•ืจื‘ื•ืช ืื• ืชืฉื•ืžืช ืœื‘. ืœืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜ ื™ื•ืชืจ, ืื•ื–ื ื™ื•ืช ื›ืžื• Insight ื‘ืช 5 ืขืจื•ืฆื™ื ืื• Epoc X ื‘ืช 14 ืขืจื•ืฆื™ื ืžืกืคืงื•ืช ื ืชื•ื ื™ื ืžืงื™ืคื™ื ื™ื•ืชืจ. ื•ืœืžื—ืงืจ ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื” ื‘ืจืžืช ืžืขื‘ื“ื”, ืื•ื–ื ื™ื™ืช Flex ื‘ืช 32 ืขืจื•ืฆื™ื ืžืฆื™ืขื” ืืช ื”ืจื–ื•ืœื•ืฆื™ื” ื”ื“ืจื•ืฉื” ืœืžื—ืงืจื™ื ื”ืžื“ืขื™ื™ื ื”ืชื•ื‘ืขื ื™ื™ื ื‘ื™ื•ืชืจ. ื›ืœ ืžื›ืฉื™ืจ ื‘ื ื•ื™ ื›ื“ื™ ืœื”ืคื•ืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-EEG ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ืคืจื•ื™ืงื˜ื™ื.

ืชื•ื›ื ื” ืœื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ืฉืœื›ื

ืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื”ื•ื ืจืง ื—ืฆื™ ืžื”ืกื™ืคื•ืจ; ื”ืขืจืš ื”ืืžื™ืชื™ ืžื’ื™ืข ืžื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ื”ืืœื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžื” ื”ื ืื•ืžืจื™ื. ื”ืชื•ื›ื ื” ืฉืœื ื• ื ื•ืขื“ื” ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื ื•ืžื•ื‘ื ื™ื. ืขื‘ื•ืจ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื, Emotiv Studio ืžืกืคืงืช ืคืœื˜ืคื•ืจืžื” ืžืœืื” ืœืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืจื’ืฉื™ื•ืช ื•ืžืขื•ืจื‘ื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ื›ืฉื”ื™ื ืžืฉื•ืœื‘ืช ืขื ืื•ื–ื ื™ื™ืช ื›ืžื• Epoc X, ื”ื™ื ืžืืคืฉืจืช ืœื›ื ืœืจืื•ืช ื›ื™ืฆื“ ืื ืฉื™ื ื‘ืืžืช ืžื’ื™ื‘ื™ื ืœืคืจืกื•ืžืช, ืœืžื•ืฆืจ ืื• ืœื—ื•ื•ื™ื”. ื’ื™ืฉื” ื–ื• ืขื•ื–ืจืช ืœื›ื ืœืืกื•ืฃ ืžืฉื•ื‘ ืื•ืชื ื˜ื™ ืขืœ ื™ื“ื™ ืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ื™ืฉื™ืจื•ืช, ืžืขื‘ืจ ืœืžื” ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ื™ื›ื•ืœื™ื ืœืกืคืจ ืœื›ื.

ืžืฉืื‘ื™ื ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื

ืœืžื™ ืฉืจื•ืฆื” ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืžืฉืœื• ืื• ืœื‘ืฆืข ืžื—ืงืจ ืžืžื•ืงื“ ืžืื•ื“, ืื ื• ืžืกืคืงื™ื ื›ืœื™ื ื”ืžืฆื™ืขื™ื ื’ื™ืฉื” ื•ืฉืœื™ื˜ื” ืขืžื•ืงื•ืช ื™ื•ืชืจ. EmotivPRO ื”ื™ื ืชื•ื›ื ื” ื‘ืจืžืช ืžืงืฆื•ืขื ื™ื ืœื ื™ืชื•ื— ื ืชื•ื ื™ื ืžืชืงื“ื, ื”ืžืืคืฉืจืช ืœื›ื ืœืฆืคื•ืช ื‘ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืœื™ื™ืฆื ืื•ืชื ืœืฉื™ืžื•ืฉ ื‘ืชื•ื›ื ื™ื•ืช ืื—ืจื•ืช. ืื ืืชื ืขื•ื‘ื“ื™ื ืขืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, EmotivBCI ื”ื•ืคื›ืช ืืช ื”ืืคืฉืจื•ืช ืœื™ืฆื•ืจ ืคืงื•ื“ื•ืช ื”ืžื‘ื•ืกืกื•ืช ืขืœ ืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืื• ื”ื‘ืขื•ืช ืคื ื™ื. ืื ื• ืžืฆื™ืขื™ื ื’ื ื—ื‘ื™ืœืช APIs ื•-SDKs ืœืžืคืชื—ื™ื ืฉืจื•ืฆื™ื ืœืฉืœื‘ ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ื™ืฉื™ืจื•ืช ื‘ื™ืฆื™ืจื•ืช ื”ืชื•ื›ื ื” ืฉืœื”ื, ื•ืžืขื ื™ืงื™ื ืœื›ื ืืช ื”ื’ืžื™ืฉื•ืช ืœื—ื“ืฉ.

ื”ืืชื™ืงื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ืžืžืขื‘ื“ื•ืช ืžื—ืงืจ ื•ืขื“ ืœืกืœื•ืŸ ื”ื‘ื™ืชื™ ืฉืœื ื•, ื—ื™ื•ื ื™ ืœืงื™ื™ื ืฉื™ื—ื” ืคืชื•ื—ื” ืขืœ ื”ืฉืืœื•ืช ื”ืืชื™ื•ืช ืฉื”ื™ื ืžืขืœื”. ื–ื” ืœื ืจืง ื ื•ืฉื ืœืžื“ืขื ื™ื ื•ืœืคื™ืœื•ืกื•ืคื™ื; ื–ื• ืฉื™ื—ื” ืขื‘ื•ืจ ื›ื•ืœื ื•. ื”ื›ื•ื— ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื”ืื ื•ืฉื™ ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื‘ื˜ื™ื— ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืฉืžืฉื• ื‘ื‘ื˜ื—ื”, ื‘ืืชื™ื•ืช ื•ืœืžืขืŸ ื˜ื•ื‘ืช ื”ืื ื•ืฉื•ืช. ืงื‘ื™ืขืช ืงื•ื•ื™ื ืžื ื—ื™ื ื‘ืจื•ืจื™ื ืžืกื™ื™ืขืช ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืžื‘ื˜ื™ื—ื” ืฉื”ื—ื“ืฉื ื•ืช ืžื›ื‘ื“ืช ื–ื›ื•ื™ื•ืช ืคืจื˜ ื•ืจื•ื•ื—ื”. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืžื” ืžืขืžื•ื“ื™ ื”ืชื•ื•ืš ื”ืืชื™ื™ื ื”ืžื ื—ื™ื ืืช ื”ืคื™ืชื•ื— ื•ื”ืฉื™ืžื•ืฉ ื”ืื—ืจืื™ื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื•ืคืจื˜ื™ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื”ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื. ื”ื ื™ื›ื•ืœื™ื ืœืฉืงืฃ ืืช ื”ืจื’ืฉื•ืช, ื”ื›ื•ื•ื ื•ืช ื•ื”ืชื”ืœื™ื›ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื ื•. ื›ืืฉืจ ืื ื• ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจื™ื ื›ื“ื™ ืœืืกื•ืฃ ืžื™ื“ืข ื–ื”, ืฉืืœื•ืช ืœื’ื‘ื™ ืžื™ ื”ื‘ืขืœื™ื ืฉืœื•, ืžื™ ื™ื›ื•ืœ ืœื’ืฉืช ืืœื™ื• ื•ืื™ืš ื”ื•ื ืžื•ื’ืŸ ื”ื•ืคื›ื•ืช ืงืจื™ื˜ื™ื•ืช. ื‘ื ื™ื’ื•ื“ ืœืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื, ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžืกืคืงื™ื ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืขื•ืœืžื ื• ื”ืคื ื™ืžื™, ื•ืœื›ืŸ ืื‘ื˜ื—ืชื ื”ื™ื ื‘ืขืœืช ื—ืฉื™ื‘ื•ืช ืขืœื™ื•ื ื”. ืื™ืกื•ืฃ ื•ืื—ืกื•ืŸ ื”ืžื™ื“ืข ื”ื–ื” ื“ื•ืจืฉื™ื ืžืกื’ืจื•ืช ื—ื–ืงื•ืช ืฉืœ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื ื›ื“ื™ ืœืžื ื•ืข ื’ื™ืฉื” ืœื ืžื•ืจืฉื™ืช ืื• ืฉื™ืžื•ืฉ ืœืจืขื”. ื‘-Emotiv, ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื’ืŸ ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื, ื•ืœื”ื‘ื˜ื™ื— ืฉืืชื ื ืฉืืจื™ื ื‘ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ื‘ื™ื•ืชืจ ืฉืœื›ื.

ืฉืžื™ืจื” ืขืœ ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื”ื™ื ืžื•ืฉื’ ื™ืกื•ื“ ื‘ื ื•ื™ืจื•ืืชื™ืงื”. ื–ื• ื”ื–ื›ื•ืช ืฉืœ ื›ืœ ืื“ื ืœืฉืœื•ื˜ ื‘ืชื•ื“ืขื” ื•ื‘ืชื”ืœื™ื›ื™ื ื”ืžื ื˜ืœื™ื™ื ืฉืœื•. ื”ืžืฉืžืขื•ืช ื”ื™ื ืฉื™ืฉ ืœื›ื ื”ื—ื•ืคืฉ ืœื—ืฉื•ื‘ ืืช ืžื—ืฉื‘ื•ืชื™ื›ื ื‘ืขืฆืžื›ื ื•ืœื”ื—ืœื™ื˜ ืื, ืžืชื™ ื•ืื™ืš ืชืจืฆื• ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื›ื. ืฉืžื™ืจื” ืขืœ ื”ืขื™ืงืจื•ืŸ ื”ื–ื” ืžื‘ื˜ื™ื—ื” ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืขื ื™ืงื• ืœืื ืฉื™ื ื›ื•ื— ื•ืœื ื™ืฉืœื˜ื• ื‘ื”ื. ืžื“ื•ื‘ืจ ื‘ืฉื™ืžื•ืจ ืฉืœ ื”ื’ื“ืจื” ืขืฆืžื™ืช ืžื ื˜ืœื™ืช ื‘ืขื™ื“ืŸ ืฉืœ ื™ื›ื•ืœืช ื˜ื›ื ื•ืœื•ื’ื™ืช ืžืชืจื—ื‘ืช. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืฉื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ืš ืœื›ื, ื•ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ื ื™ื’ืฉื™ื ืืœื™ื• ืื• ืžืฉืคื™ืขื™ื ืขืœื™ื•.

ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ืžื“ืขืช

ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืื•ืคืŸ ืืชื™, ื”ืกื›ืžื” ืžื“ืขืช ื”ื™ื ืชื ืื™ ืฉืื™ื ื• ื ื™ืชืŸ ืœืžืฉื ื•ืžืชืŸ. ื–ื” ืžืขื‘ืจ ืœืœื—ื™ืฆื” ืคืฉื•ื˜ื” ืขืœ "ืื ื™ ืžืกื›ื™ื/ื”". ื–ื” ืื•ืžืจ ืฉืื ืฉื™ื ื—ื™ื™ื‘ื™ื ืœื”ื‘ื™ืŸ ื‘ืื•ืคืŸ ื‘ืจื•ืจ ื•ืžืœื ืžื” ืžื›ืฉื™ืจ ืื• ื™ื™ืฉื•ื ืขื•ืฉื”, ืื™ืœื• ื ืชื•ื ื™ื ื”ื•ื ืื•ืกืฃ, ื•ื›ื™ืฆื“ ื”ื ืชื•ื ื™ื ื”ืืœื” ื™ืฉืžืฉื•. ืœื—ื•ืงืจื™ื ื•ืœืžืคืชื—ื™ื ื™ืฉ ื—ื•ื‘ื” ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ื™ืชืจื•ื ื•ืช ื•ื”ืกื™ื›ื•ื ื™ื ื”ืืคืฉืจื™ื™ื. ื›ืคื™ ืฉืžืฆื™ื™ื ื™ื ืงื‘ื•ืฆื” ืฉืœ ืžื•ืžื—ื™ื, ืงื•ื•ื™ื ืžื ื—ื™ื ืืชื™ื™ื ื—ื™ื™ื‘ื™ื ืœื”ื›ื™ืจ ื‘ื›ืš ืฉืื“ื ื”ื•ื ื™ื•ืชืจ ืžื”ืžื•ื— ืฉืœื•; ื”ื•ื ืžืขื•ืฆื‘ ื’ื ืขืœ ื™ื“ื™ ื”ื’ื•ืฃ ื•ื”ืชืจื‘ื•ืช ืฉืœื•. ืžื‘ื˜ ื”ื•ืœื™ืกื˜ื™ ื–ื” ื”ื•ื ืžืจื›ื–ื™ ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืœื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืชืคื™ื ืžืงื‘ืœื™ื ื”ื—ืœื˜ื•ืช ื‘ืืžืช ืžื•ืฉื›ืœื•ืช ืœื’ื‘ื™ ื”ืžืขื•ืจื‘ื•ืช ืฉืœื”ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื” ื•ืžื ื™ืคื•ืœืฆื™ื”

ื›ืžื• ื‘ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ืฆืžืชื™ืช, ื™ืฉ ืกื™ื›ื•ืŸ ืœืฉื™ืžื•ืฉ ืœืจืขื”. ืœืœื ื›ืœืœื™ื ืืชื™ื™ื ื‘ืจื•ืจื™ื, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืœื•ืœื” ืœืฉืžืฉ ืœื”ืฉืคืขื” ืขืœ ื”ืชื ื”ื’ื•ืชื ืื• ืžื—ืฉื‘ื•ืชื™ื”ื ืฉืœ ืื ืฉื™ื ื‘ืœื™ ื™ื“ื™ืขืชื. ื“ืžื™ื™ื ื• ืขื•ืœื ืฉื‘ื• ื”ืชื’ื•ื‘ื•ืช ื”ืขืฆื‘ื™ื•ืช ืฉืœื›ื ืœืคืจืกื•ืžืช ื™ื›ื•ืœื•ืช ืœืฉืžืฉ ืœื™ืฆื™ืจืช ืฉื™ื•ื•ืง ืžื ื™ืคื•ืœื˜ื™ื‘ื™, ืื• ืฉื‘ื• ื ืชื•ื ื™ ืžื•ื— ืžืฉืžืฉื™ื ืœืžืขืงื‘. ื›ื“ื™ ืœืžื ื•ืข ื–ืืช, ื›ืœ ื”ืชืขืฉื™ื™ื” ืฆืจื™ื›ื” ืœื”ืชื—ื™ื™ื‘ ืœื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ืคื™ืชื•ื— ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ื•ืจื’ื•ืœืฆื™ื•ืช ื—ื–ืงื™ื ื”ื•ื ื—ื™ื•ื ื™ ื›ื“ื™ ืœื”ื ื—ื•ืช ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืœื”ื‘ื˜ื™ื— ืฉื”ื™ื ืžืฉืจืชืช ืืช ื”ื”ื‘ื ื” ื•ื”ืกื™ื•ืข ืœืื ืฉื™ื, ื•ืœื ืืช ื ื™ืฆื•ืœื.

ื”ืชืžื•ื“ื“ื•ืช ืขื ืืชื’ืจื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ืžื• ื‘ื›ืœ ืชื—ื•ื ืคื•ืจืฅ ื“ืจืš, ื’ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืžื•ื“ื“ืช ืขื ืžืขืจืš ื”ืืชื’ืจื™ื ืฉืœื”. ืืœื” ืื™ื ื ืžื—ืกื•ืžื™ื, ืืœื ื’ื‘ื•ืœื•ืช ืžืจื’ืฉื™ื ืœื—ื“ืฉื ื•ืช ืฉื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ื—ื‘ืจื•ืช ืขื•ื‘ื“ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ื›ื“ื™ ืœืคืชื•ืจ. ืžืฉื™ืคื•ืจ ื”ื“ื™ื•ืง ืฉืœ ื”ื›ืœื™ื ืฉืœื ื• ื•ืขื“ ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืชืฉืžืฉ ื‘ืื—ืจื™ื•ืช, ื”ืชืžื•ื“ื“ื•ืช ืขื ื”ืžื›ืฉื•ืœื™ื ื”ืืœื” ื”ื™ื ืžืคืชื— ืœืžื™ืžื•ืฉ ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘. ื”ืžืกืข ืžื›ืœื™ ืžื“ืขื™ ื ื™ืฉืชื™ ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžื™ื™ื ืกื˜ืจื™ืžื™ืช ื›ื•ืœืœ ืฉื™ืคื•ืจ ืžืชืžืฉืš ื•ื”ืชื—ืฉื‘ื•ืช ืžืขืžื™ืงื” ื‘ื”ืฉืคืขืชื”.

ืชื—ื•ืžื™ ื”ืžื™ืงื•ื“ ื”ืขื™ืงืจื™ื™ื ื›ื™ื•ื ื›ื•ืœืœื™ื ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื ืชื•ื ื™ ื”ืื•ืชื•ืช ื”ืžื•ื—ื™ื™ื, ื”ืคื™ื›ืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื–ืžื™ื ื” ื™ื•ืชืจ ืœืฆื™ื‘ื•ืจ ืจื—ื‘, ื•ืงื‘ื™ืขืช ืงื•ื•ื™ ื‘ื˜ื™ื—ื•ืช ื‘ืจื•ืจื™ื ืฉื™ื ื—ื• ืืช ืคื™ืชื•ื—ื”. ื›ืœ ืื—ื“ ืžื”ืชื—ื•ืžื™ื ื”ืืœื” ืžืฆื™ื‘ ื—ื™ื“ื” ื™ื™ื—ื•ื“ื™ืช. ืื™ืš ืžืฉื™ื’ื™ื ืืช ื”ืื•ืช ื”ื ืงื™ ื‘ื™ื•ืชืจ ื”ืืคืฉืจื™ ืžืžื›ืฉื™ืจ ืฉืžื™ืฉื”ื• ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ื›ืœ ื”ื™ื•ื? ืื™ืš ืžื•ืจื™ื“ื™ื ืืช ื—ืกื ื”ื›ื ื™ืกื” ื›ืš ืฉื™ื•ืชืจ ื™ื•ืฆืจื™ื ื•ื—ื•ืงืจื™ื ื™ื•ื›ืœื• ืœื”ืชื ืกื•ืช ื•ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื? ื•ืื™ืš ื™ื•ืฆืจื™ื ืžืกื’ืจืช ืฉืœ ืืžื•ืŸ ื•ื‘ื˜ื™ื—ื•ืช ืกื‘ื™ื‘ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืชืงืฉืจืช ืื™ืชื ื• ื›ืœ ื›ืš ืžืงืจื•ื‘? ืขืœ ื™ื“ื™ ื”ืชืžื•ื“ื“ื•ืช ื™ืฉื™ืจื” ืขื ื”ืฉืืœื•ืช ื”ืืœื”, ื”ืงื”ื™ืœื” ื‘ื•ื ื” ืขืชื™ื“ ืฉื‘ื• ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื’ื ืขื•ืฆืžืชื™ืช ื•ื’ื ื ื’ื™ืฉื”.

ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื”ืื•ืช ื•ื”ื“ื™ื•ืง

ื”ื‘ืกื™ืก ืฉืœ ื›ืœ ื™ื™ืฉื•ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ ื”ื•ื ื ืชื•ื ื™ื ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื”. ืืชื’ืจ ืžืจื›ื–ื™ ื”ื•ื ืœื”ืฉื™ื’ ืื•ืช ืžื•ื—ื™ ื‘ืจื•ืจ ืฉืื™ื ื• ืžืขื•ื•ืช ืขืœ ื™ื“ื™ "ืจืขืฉ" ื›ืžื• ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืื• ื”ืคืจืขื•ืช ื—ืฉืžืœื™ื•ืช ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื™ืฉื ื™ื ื”ืžืกืคืงื™ื ืžืฉื•ื‘ ืžื™ื™ื“ื™ ื•ืžื“ื•ื™ืง. ื‘-Emotiv, ืื ื• ืžืชืžืงื“ื™ื ื‘ืคื™ืชื•ื— ื—ื•ืžืจื” ืฉืžืคืฉื˜ืช ืืช ื”ืชื”ืœื™ืš ื”ื–ื”. ืœื“ื•ื’ืžื”, ืื•ื–ื ื™ื™ืช Flex Saline ืฉืœื ื• ืžืฉืชืžืฉืช ื‘ื—ื™ื™ืฉื ื™ื ืžื‘ื•ืกืกื™ ืžื™ ืžืœื— ืฉืงืœ ืœื”ืชืงื™ืŸ ื•ืžืกืคืงื™ื ื ืชื•ื ื™ื ืืžื™ื ื™ื ืœืœื ืฆื•ืจืš ื‘ื’'ืœื™ื ื“ื‘ื™ืงื™ื. ื—ื“ืฉื ื•ืช ืžืชืžื“ืช ื‘ืขื™ืฆื•ื‘ ื—ื™ื™ืฉื ื™ื ื•ื‘ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื“ื•ื—ืคืช ืืช ื›ืœ ื”ืชื—ื•ื ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ืชื•ื‘ื ื•ืช ืžื“ื•ื™ืงื•ืช ื•ืžืฉืžืขื•ืชื™ื•ืช ื™ื•ืชืจ ืžื ืชื•ื ื™ EEG.

ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืžื•ื— ืœื ื’ื™ืฉื” ื™ื•ืชืจ

ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื, ืžื—ืงืจ ืžื•ื— ื”ื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื™ืงืจ ื•ืžื•ืจื›ื‘. ืืชื’ืจ ืžืจื›ื–ื™ ื›ื™ื•ื ื”ื•ื ืœื”ืคื•ืš ืืช ื”ื›ืœื™ื ื”ืขื•ืฆืžืชื™ื™ื ื”ืืœื” ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื ื’ื™ืฉื•ืช ืคื™ืจื•ืฉื” ื™ื•ืชืจ ืžืžื—ื™ืจ ื ืžื•ืš ื™ื•ืชืจ; ืžื“ื•ื‘ืจ ื‘ื™ืฆื™ืจืช ื—ื•ืžืจื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ืชื•ื›ื ื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืฉืื ืฉื™ื ืœืœื ื“ื•ืงื˜ื•ืจื˜ ื‘ืžื“ืขื™ ื”ืžื•ื— ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื‘ื™ืขื™ืœื•ืช. ื–ื” ื’ื ื›ื•ืœืœ ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืคื•ืชื—ืช ื‘ืื•ืคืŸ ื”ื•ื’ืŸ ื•ืžื•ืขื™ืœื” ืœื›ื•ืœื. ืื ื• ืชื•ืžื›ื™ื ื‘ื›ืš ื‘ืืžืฆืขื•ืช ืžื’ื•ื•ืŸ ืžื›ืฉื™ืจื™ EEG ืœืฆืจื›ื™ื ื•ืœืชืงืฆื™ื‘ื™ื ืฉื•ื ื™ื, ืœืฆื“ ืžืฉืื‘ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš. ื‘ืืžืฆืขื•ืช ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ื”ื’ื™ืฉื”, ืื ื• ืžืขื ื™ืงื™ื ืœื™ื•ืชืจ ืื ืฉื™ื ืืช ื”ื™ื›ื•ืœืช ืœื—ืงื•ืจ, ืœื™ืฆื•ืจ ื•ืœืชืจื•ื ืœืขืชื™ื“ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืคื™ืชื•ื— ืชืงื ื™ ื‘ื˜ื™ื—ื•ืช ื•ืจื’ื•ืœืฆื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ื—ื™ื•ื ื™ ืœืงื‘ื•ืข ื”ื ื—ื™ื•ืช ื‘ื˜ื™ื—ื•ืช ื•ืืชื™ืงื” ื‘ืจื•ืจื•ืช. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ื”ื‘ื˜ื—ืช ื”ื‘ื˜ื™ื—ื•ืช ื”ืคื™ื–ื™ืช ืฉืœ ื”ืžื›ืฉื™ืจื™ื, ืืœื ื’ื ืฉืœ ื”ื’ื ื” ืขืœ ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ื”ืื™ืฉื™ื™ื ื•ืฉืžื™ืจื” ืขืœ ื”ืื•ื˜ื•ื ื•ืžื™ื” ืฉืœ ื”ืžืฉืชืžืฉ. ื”ืชืขืฉื™ื™ื” ืžื›ื™ืจื” ื‘ืฆื•ืจืš ื”ื“ื—ื•ืฃ ื‘ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ืฉื™ื ื—ื• ืคื™ืชื•ื— ืื—ืจืื™ ื•ื™ื‘ื ื• ืืžื•ืŸ ืฆื™ื‘ื•ืจื™. ื–ื” ื›ื•ืœืœ ื™ืฆื™ืจืช ืžื“ื™ื ื™ื•ืช ืฉืงื•ืคื” ืกื‘ื™ื‘ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื, ื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืžืฉื™ื ื ื•ืชื ื™ื ื”ืกื›ืžื” ืžื“ืขืช, ื•ื”ืฆื‘ืช ืืžืฆืขื™ ื”ื’ื ื” ืœืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื”. ื”ืฉื™ื—ื•ืช ื”ืืœื” ืžืชืจื—ืฉื•ืช ื›ืขืช, ื•ื”ืŸ ืฆืขื“ ืงืจื™ื˜ื™ ืœื”ื‘ื˜ื—ื” ืฉื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืชืคืชื— ื‘ืื•ืคืŸ ื‘ื˜ื•ื—, ืžืื•ื‘ื˜ื— ื•ืžื•ืขื™ืœ ืœืื ื•ืฉื•ืช.

ืžื” ืฆื•ืคืŸ ื”ืขืชื™ื“ ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ืชื—ื•ื ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืงื“ื ื‘ืžื”ื™ืจื•ืช ืžื“ื”ื™ืžื”, ื•ืžืจื’ืฉ ืœื—ืฉื•ื‘ ืžื” ื™ื‘ื•ื ืื—ืจ ื›ืš. ื›ื›ืœ ืฉื”ื›ืœื™ื ืฉืœื ื• ืœื”ื‘ื ืช ื”ืžื•ื— ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื•ื ื’ื™ืฉื™ื ื™ื•ืชืจ, ืื ื• ืจื•ืื™ื ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืฉืžืชื—ื™ืœื•ืช ืœืฆื•ืฅ ื•ืืฉืจ ื‘ืขื‘ืจ ื”ื™ื• ืจืง ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ืžืคื’ืฉ ื‘ื™ืŸ ืžื“ืขื™ ื”ืžื•ื— ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžื›ื™ืŸ ืืช ื”ืงืจืงืข ืœืคืจื™ืฆื•ืช ื“ืจืš ืฉื™ื›ื•ืœื•ืช ืœืขืฆื‘ ืžื—ื“ืฉ ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืœื•ืžื“ื™ื, ืžืชืงืฉืจื™ื ื•ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ืกื‘ื™ื‘ื ื•. ื”ืžื™ืงื•ื“ ืขื•ื‘ืจ ืžืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื” ื ื™ืฉืชื™ื•ืช ืœื™ื™ืฉื•ืžื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืฉืื ืฉื™ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ื ืžื“ื™ ื™ื•ื.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื”

ื”ืฉื•ืชืคื•ืช ื‘ื™ืŸ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืŸ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื”ื™ื ืžืฉื ื” ืžืฉื—ืง. ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื” ื™ื›ื•ืœื™ื ืœืขื‘ื“ ื›ืžื•ื™ื•ืช ืขืฆื•ืžื•ืช ืฉืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืžืื•ื–ื ื™ื•ืช EEG, ื•ืœื–ื”ื•ืช ื“ืคื•ืกื™ื ืขื“ื™ื ื™ื ืฉืื“ื ืœื ื™ื›ื•ืœ ืœื”ื‘ื—ื™ืŸ ื‘ื”ื. ื–ื” ืžืืคืฉืจ ื™ื™ืฉื•ืžื™ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืžื’ื™ื‘ื™ื ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื™ื ื™ื•ืชืจ, ืžืฉืœื™ื˜ื” ื‘ืชื•ื›ื ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ื™ืฆื™ืจืช ืกื‘ื™ื‘ื•ืช ืื“ืคื˜ื™ื‘ื™ื•ืช ืฉืžื’ื™ื‘ื•ืช ืœืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื. ื›ื›ืœ ืฉืžืขืจื›ื•ืช ืืœื” ืœื•ืžื“ื•ืช ืžืคืขื™ืœื•ืช ื”ืžื•ื— ื”ื™ื™ื—ื•ื“ื™ืช ืฉืœ ืื“ื, ื”ืŸ ื ืขืฉื•ืช ืื™ืฉื™ื•ืช ื•ื™ืขื™ืœื•ืช ื™ื•ืชืจ. ื›ืžื•ื‘ืŸ, ื›ื›ืœ ืฉืื ื• ืื•ืกืคื™ื ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ื™ื•ืชืจ, ื”ื”ื‘ื˜ื—ื” ืฉื”ืžื™ื“ืข ื”ืจื’ื™ืฉ ื”ื–ื” ืžื•ื’ืŸ ื ืฉืืจืช ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื” ืขื‘ื•ืจ ื›ืœ ื”ืชืขืฉื™ื™ื”.

ื”ืจื—ื‘ืช ื™ื™ืฉื•ืžื™ื ืขืœ ืคื ื™ ืชืขืฉื™ื•ืช

ืœืžืจื•ืช ืฉืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ืฉ ืฉื•ืจืฉื™ื ืขืžื•ืงื™ื ื‘ืชื—ื•ื ื”ื‘ืจื™ืื•ืช, ื”ื™ื™ืฉื•ืžื™ื ื”ืขืชื™ื“ื™ื™ื ืฉืœื” ื ืคืจืฉื™ื ื›ืžืขื˜ ืขืœ ืคื ื™ ื›ืœ ืชืขืฉื™ื™ื”. ืžืขื‘ืจ ืœืฉื™ืžื•ืฉื™ื ื˜ื™ืคื•ืœื™ื™ื, ืื ื• ืจื•ืื™ื ื ื•ื™ืจื•ื˜ืง ืžืฉืžืฉืช ืœื—ืงื™ืจืช ื’ื‘ื•ืœื•ืช ื—ื“ืฉื™ื ื‘ื—ื™ื ื•ืš, ื‘ืื™ืžื•ืŸ ื‘ื™ืฆื•ืขื™ื ื•ื‘ืžื—ืงืจ ืฆืจื›ื ื™. ืœื“ื•ื’ืžื”, ื”ื‘ื ืช ื”ืชื’ื•ื‘ื” ื”ืืžื™ืชื™ืช ื•ื”ืœื ืžืกื•ื ื ืช ืฉืœ ืžืฉืชืžืฉ ืœืžื•ืฆืจ ื™ื›ื•ืœื” ืœืกืคืง ืชื•ื‘ื ื•ืช ื™ืงืจื•ืช ืขืจืš ืœืžื•ืชื’ื™ื. ื–ื”ื• ืœื‘ ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื”ืžืกื™ื™ืข ืœื—ื‘ืจื•ืช ืœื™ืฆื•ืจ ืžื•ืฆืจื™ื ื•ื—ื•ื•ื™ื•ืช ื˜ื•ื‘ื™ื ื™ื•ืชืจ. ื‘ืชื—ื•ืžื™ื ืื—ืจื™ื, ืืžื ื™ื ืžืฉืชืžืฉื™ื ื‘-EEG ื›ื“ื™ ืœื™ืฆื•ืจ ืžื•ื–ื™ืงื” ื•ืืžื ื•ืช ื—ื–ื•ืชื™ืช, ื‘ืขื•ื“ ืฉืžืคืชื—ื™ื ื‘ื•ื ื™ื ืžืฉื—ืงื™ื ืฉืžืกืชื’ืœื™ื ื‘ื–ืžืŸ ืืžืช ืœืžื™ืงื•ื“ ืื• ืœื”ืชืจื’ืฉื•ืช ืฉืœ ื”ืฉื—ืงืŸ. ื”ืคื•ื˜ื ืฆื™ืืœ ื”ื–ื” ืจืง ืžืชื—ื™ืœ ืœื”ื™ื—ืงืจ ื‘ืืžืช.

ืกืœื™ืœืช ื”ื“ืจืš ืœืฉื™ืžื•ืฉ ืžื™ื™ื ืกื˜ืจื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ื‘ืจืช ื‘ื”ื“ืจื’ื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ืกื™ื‘ื” ืžืจื›ื–ื™ืช ืœืžืขื‘ืจ ื”ื–ื” ื”ื™ื ื”ืคื™ืชื•ื— ืฉืœ ืžื›ืฉื™ืจื™ EEG ื ื™ื™ื“ื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ืœืžืฉืชืžืฉ. ื™ื•ื–ืžื•ืช ื›ืžื• BRAIN Initiative ืฉืœ ื”ืžื›ื•ืŸ ื”ืœืื•ืžื™ ืœื‘ืจื™ืื•ืช ืฉืœ ืืจื”ืดื‘ (NIH) ืžืื™ืฆื•ืช ืืช ื”ื”ื‘ื ื” ื”ื‘ืกื™ืกื™ืช ืฉืœื ื• ืืช ื”ืžื•ื— ื•ืžื–ื™ื ื•ืช ื—ื“ืฉื ื•ืช ื‘ื›ืœ ื”ืชื—ื•ืžื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื ื’ื™ืฉื” ื•ื‘ืžื—ื™ืจ ืกื‘ื™ืจ ื™ื•ืชืจ, ื™ื•ืชืจ ื—ื•ืงืจื™ื, ื™ื•ืฆืจื™ื ื•ืžืคืชื—ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื”. ื”ืงื”ื™ืœื” ื”ื’ื“ืœื” ื”ื–ื• ื”ื™ื ื”ืžืคืชื— ืœื’ื™ืœื•ื™ ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ื•ืœื“ื—ื™ืคืช ื”ื’ื‘ื•ืœื•ืช ืฉืœ ืžื” ืฉืืคืฉืจื™, ื•ืœื”ืคื™ื›ืช ื›ืœื™ื ืขื•ืฆืžืชื™ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ืœื—ืงื™ืจื” ืื™ืฉื™ืช ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื™ื•ืชืจ ืžืื™ ืคืขื.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ืกื•ื’ ื›ื–ื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื˜ื•ื— ืœืฉื™ืžื•ืฉ? ื‘ื”ื—ืœื˜. ืกื•ื’ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขืœื™ื• ืื ื• ืžืชืžืงื“ื™ื, ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG), ืื™ื ื• ืคื•ืœืฉื ื™ ื›ืœืœ. ืื•ื–ื ื™ื•ืช ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืคืกื™ื‘ื™ื™ื ืฉื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ืฉืœื›ื ื›ื“ื™ ืœื”ืื–ื™ืŸ ืœืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืžื›ืฉื™ืจ ืื™ื ื• ืฉื•ืœื— ื“ื‘ืจ ืืœ ื”ืžื•ื— ืฉืœื›ื; ื”ื•ื ืคืฉื•ื˜ ืžืชืขื“ ืืช ื”ืคืขื™ืœื•ืช ืฉื›ื‘ืจ ืžืชืจื—ืฉืช. ื–ื• ืฉื™ื˜ื” ื‘ื˜ื•ื—ื” ื•ืžื‘ื•ืกืกืช ื”ื™ื˜ื‘, ืฉื”ื™ื™ืชื” ื‘ืฉื™ืžื•ืฉ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืžื—ืงืจื™ื•ืช ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื.

ื”ืื ืื•ื–ื ื™ื™ืช EEG ื™ื›ื•ืœื” ืœืงืจื•ื ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ื ืคื•ืฆื”, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืื™ื ื” ืžืกื•ื’ืœืช ืœืคืจืฉ ืืช ื”ืชื•ื›ืŸ ืฉืœ ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ื›ืžื• ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืื›ื•ืœ ืœืืจื•ื—ืช ืขืจื‘ ืื• ื–ื™ื›ืจื•ืŸ ืžืกื•ื™ื. ื‘ืžืงื•ื ื–ืืช, ื”ื™ื ืžื•ื“ื“ืช ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช. ื”ื™ื ื™ื›ื•ืœื” ืœื•ืžืจ ืœื ื• ืขืœ ื”ืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื, ืœืžืฉืœ ืื ืืชื ืžืžื•ืงื“ื™ื, ืจื’ื•ืขื™ื ืื• ื ืจื’ืฉื™ื, ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืงืฆื‘ ื•ื”ืขื•ืฆืžื” ืฉืœ ื’ืœื™ ื”ืžื•ื— ืฉืœื›ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ื‘ื ืช ืžืฆื‘ ื”ืจื•ื— ื”ื›ืœืœื™ ืฉืœ ื—ื“ืจ ื‘ืœื™ ืœืฉืžื•ืข ืืช ื”ืฉื™ื—ื•ืช ื”ืื™ืฉื™ื•ืช.

ืžื” ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืœื‘ื™ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื—ืจื•ืช? ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืžื•ื ื—-ืขืœ ืจื—ื‘ ืœื›ืœ ื›ืœื™ ืฉืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI, ื”ื•ื ื™ื™ืฉื•ื ืกืคืฆื™ืคื™ ื‘ืชื•ืš ื”ืชื—ื•ื ื”ื–ื”. ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื• ื”ื™ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืฉืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืชื•ื›ื ื”, ื‘ืืžืฆืขื•ืช ื”ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื. ืกื•ื’ื™ื ืื—ืจื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืฉื•ื™ื™ื ืœื”ืชืžืงื“ ื‘ืžื˜ืจื•ืช ืฉื•ื ื•ืช, ื›ืžื• ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”, ืฉืฉื•ืœื—ืช ืื•ืชื•ืช ืœืžื•ื—, ืื• ื ื•ื™ืจื•-ื”ื“ืžื™ื”, ืฉื ื•ืขื“ื” ืจืง ืœืฆืคื™ื™ื” ื‘ืชืคืงื•ื“ ื”ืžื•ื—.

ื”ืื ืื ื™ ืฆืจื™ืš ืœื”ื™ื•ืช ืžื“ืขืŸ ืžื•ื— ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื›ืœื™ื ื”ืืœื”? ื‘ื›ืœืœ ืœื. ืœืžืจื•ืช ืฉื”ื›ืœื™ื ืฉืœื ื• ืžืกืคื™ืง ื—ื–ืงื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ืจืฆื™ื ื™, ืชื›ื ื ื• ืื•ืชื ื›ืš ืฉื™ื”ื™ื• ื ื’ื™ืฉื™ื ืœืื ืฉื™ื ืžื›ืœ ื”ืจืงืขื™ื. ืชื•ื›ื ื•ืช ื›ืžื• Emotiv Studio ืžืชืจื’ืžื•ืช ื ืชื•ื ื™ ืžื•ื— ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื, ื›ืžื• ืžืขื•ืจื‘ื•ืช ืื• ืœื—ืฅ, ืฉืงืœ ืœื”ื‘ื™ืŸ ื•ืœืคืขื•ืœ ืœืคื™ื”ื. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื, ื—ื•ืงืจื™ ืžื•ืฆืจ ืื• ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื’ื‘ื™ ื”ืžื•ื— ืฉืœื›ื, ืื™ืŸ ืฆื•ืจืš ื‘ื“ื•ืงื˜ื•ืจื˜ ื›ื“ื™ ืœื”ืชื—ื™ืœ ื•ืœืžืฆื•ื ืชื•ื‘ื ื•ืช ื‘ืขืœื•ืช ืขืจืš.

ืžื” ืงื•ืจื” ืœื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื™ ืื—ืจื™ ืฉื”ื ื ืืกืคื™ื? ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื, ื•ื”ื”ื’ื ื” ืขืœื™ื”ื ื”ื™ื ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื”. ื”ืกื˜ื ื“ืจื˜ ื”ืืชื™ ื‘ืชื—ื•ื ื”ื–ื”, ืฉืื ื• ืžืงืคื™ื“ื™ื ืขืœื™ื• ื‘ืงืคื“ื ื•ืช, ื”ื•ื ืฉืืชื ื”ื‘ืขืœื™ื ืฉืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื. ื”ื ืฆืจื™ื›ื™ื ืชืžื™ื“ ืœื”ื™ืืกืฃ ื‘ื”ืกื›ืžื” ืžืœืื” ื•ืžื“ืขืช ืฉืœื›ื, ืœื”ื™ืฉืžืจ ื‘ืื•ืคืŸ ืžืื•ื‘ื˜ื—, ื•ืœืขื•ืœื ืœื ืœื”ื™ื•ืช ืžืฉื•ืชืคื™ื ืื• ื‘ืฉื™ืžื•ืฉ ืœืœื ืจืฉื•ืชื›ื ื”ืžืคื•ืจืฉืช. ื”ืžื˜ืจื” ื”ื™ื ืœื”ืขื ื™ืง ืœื›ื ื›ื•ื— ื‘ืืžืฆืขื•ืช ืžื™ื“ืข ืขืœ ื”ืžื•ื— ืฉืœื›ื, ื•ื–ื” ืžืชื—ื™ืœ ื‘ื›ืš ืฉืชืžื™ื“ ืชื™ืฉืืจื• ื‘ืฉืœื™ื˜ื” ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื.

ื”ื™ื›ื•ืœืช ืœืฉืœื•ื˜ ื‘ืจื—ืคืŸ ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ืื• ืœืจืื•ืช ืืช ื”ืชื’ื•ื‘ื” ื”ืจื’ืฉื™ืช ื”ืื•ืชื ื˜ื™ืช ืฉืœ ืื“ื ืœื™ืฆื™ืจื” ืžื•ื–ื™ืงืœื™ืช ื›ื‘ืจ ืื™ื ื” ืจืง ืจืขื™ื•ืŸ. ื”ื™ื™ืฉื•ืžื™ื ื”ืืœื” ื ื‘ื ื™ื ื”ื™ื•ื, ืžื•ื ืขื™ื ืขืœ ื™ื“ื™ ืชื—ื•ื ื”ืฆื•ืžื— ื‘ืžื”ื™ืจื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื” ื–ื• ืžืกืคืงืช ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ื”ืžื•ื—, ื•ืžืชืจื’ืžืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœื• ืœืคืงื•ื“ื•ืช ืื• ืœืชื•ื‘ื ื•ืช. ื›ื“ื™ ืœื”ื‘ื™ืŸ ืื™ืš ื–ื” ืืคืฉืจื™, ืขืœื™ื ื• ืงื•ื“ื ืœืฉืื•ืœ, ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”? ืžื“ื•ื‘ืจ ื‘ื™ื™ืฉื•ื ื”ืžืขืฉื™ ืฉืœ ืžื“ืขื™ ื”ืžื•ื—, ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ืœืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื•ืชื•ื›ื ื” ืœื ื™ืชื•ื—ื. ื–ื”ื• ืชื—ื•ื ืฉืžืืคืฉืจ ืœื ื• ืœื‘ื ื•ืช ืžืขืจื›ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ, ืœื‘ืฆืข ืžื—ืงืจ ืืงื“ืžื™ ืžืขืžื™ืง ื™ื•ืชืจ, ื•ืœื™ืฆื•ืจ ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ ืœืื™ื ื˜ืจืืงืฆื™ื” ื‘ื™ืŸ ื‘ื ื™ ืื“ื ืœื˜ื›ื ื•ืœื•ื’ื™ื”.

ื ืงื•ื“ื•ืช ืขื™ืงืจื™ื•ืช

  • ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืจื’ืžืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืœืžื™ื“ืข ื“ื™ื’ื™ื˜ืœื™: ื”ื™ื ืžืฉืชืžืฉืช ื‘ื—ื•ืžืจื” ืœื ืคื•ืœืฉื ื™ืช ื›ืžื• ืื•ื–ื ื™ื•ืช EEG ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื•ืžืฉืœื‘ืช ืื•ืชื” ืขื ืชื•ื›ื ื” ืฉื”ื•ืคื›ืช ืืช ื”ื ืชื•ื ื™ื ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืชื•ื‘ื ื•ืช ืื• ืœืคืงื•ื“ื•ืช ืžื•ื‘ื ื•ืช.

  • ื™ืฉ ืœื” ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื: ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ื›ื‘ืจ ืžืฉืžืฉืช ืœืžื—ืงืจ ืืงื“ืžื™, ืœืื™ืกื•ืฃ ืžืฉื•ื‘ ืžืฉืชืžืฉื™ื ืœื ืžืกื•ื ืŸ ืขืœ ืžื•ืฆืจื™ื, ื•ืœื‘ื ื™ื™ืช ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ืขื‘ื•ืจ ื—ื•ื•ื™ื•ืช ืื™ื ื˜ืจืืงื˜ื™ื‘ื™ื•ืช ื—ื“ืฉื•ืช.

  • ืฆืžื™ื—ื” ืื—ืจืื™ืช ื”ื™ื ื”ืžืคืชื— ืœืขืชื™ื“: ื”ืชื—ื•ื ืžืชืžืงื“ ื‘ื”ืคื™ื›ืช ื”ื›ืœื™ื ืœื ื’ื™ืฉื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ื™ื•ืชืจ ืœืžืฉืชืžืฉ, ืชื•ืš ืงื‘ื™ืขืช ืกื˜ื ื“ืจื˜ื™ื ืืชื™ื™ื ื—ื–ืงื™ื ืœื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื ื•ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืฉืžืฉ ืœื˜ื•ื‘ื”.

ืžื”ื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขื•ื–ืจืช ืœื ื• ืœื”ื‘ื™ืŸ ืืช ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื•ืœืงื™ื™ื ืขืžื ืื™ื ื˜ืจืืงืฆื™ื”. ื–ื”ื• ืชื—ื•ื ื”ืžื•ืงื“ืฉ ืœื‘ื ื™ื™ืช ื’ืฉืจ ื‘ื™ืŸ ื”ืขื•ืœื ื”ืคื ื™ืžื™, ื”ื‘ื™ื•ืœื•ื’ื™ ืฉืœื ื•, ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื—ื™ืฆื•ื ื™, ื”ื“ื™ื’ื™ื˜ืœื™. ื‘ืžืฉืš ื–ืžืŸ ืจื‘, ื”ืจืขื™ื•ืŸ ื”ื–ื” ื ืฉืžืข ื›ืžื• ืžืฉื”ื• ื”ื™ื™ืฉืจ ืžืžื“ืข ื‘ื“ื™ื•ื ื™, ืืš ื”ื•ื ื”ื•ืคืš ื‘ืžื”ื™ืจื•ืช ืœื›ืœื™ ืžืขืฉื™ ืขื‘ื•ืจ ืžื“ืขื ื™ื, ืžืคืชื—ื™ื ื•ื™ื•ืฆืจื™ื. ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื”ืœืœื• ืžืขื ื™ืงื•ืช ืœื ื• ื“ืจืš ื—ื“ืฉื” ืœืฆืคื•ืช ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—, ื•ืžืกืคืงื•ืช ืชื•ื‘ื ื•ืช ืฉื‘ืขื‘ืจ ื”ื™ื• ืžื—ื•ืฅ ืœื”ื™ืฉื’ ื™ื“ื ืฉืœ ืจื•ื‘ ื”ืื ืฉื™ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืฉืคื” ื—ื“ืฉื” ืฉืžืืคืฉืจืช ืœื ื• ืœื”ืื–ื™ืŸ ืœืžื” ืฉื”ืžื•ื— ืขื•ืฉื”, ื•ื‘ืžืงืจื™ื ืžืกื•ื™ืžื™ื, ืœื”ืฉื™ื‘ ืœื•.

ืžื˜ืจืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืœื™ืฆื•ืจ ืงื• ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ืฉืœื ื•. ื–ื” ื™ื›ื•ืœ ืœื•ืžืจ ื›ืžื” ื“ื‘ืจื™ื ืฉื•ื ื™ื. ืœืคืขืžื™ื ืžื“ื•ื‘ืจ ื‘ืจื™ืฉื•ื ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื›ื“ื™ ืœื”ื‘ื™ืŸ ื›ื™ืฆื“ ืื ื• ืžื’ื™ื‘ื™ื ืœื—ื•ื•ื™ื•ืช ืฉื•ื ื•ืช. ื‘ืคืขืžื™ื ืื—ืจื•ืช, ืžื“ื•ื‘ืจ ื‘ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืœืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ื”ืคืขื™ืœื•ืช ืฉืœื”. ืชืงืฉื•ืจืช ื“ื•-ื›ื™ื•ื•ื ื™ืช ื–ื• ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ืžื“ื”ื™ืžื•ืช, ืžื”ืขื–ืจื” ืœืื ืฉื™ื ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ื•ืขื“ ืœื™ืฆื™ืจืช ื—ื•ื•ื™ื•ืช ื“ื™ื’ื™ื˜ืœื™ื•ืช ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื•ืช ื•ืจื’ื™ืฉื•ืช ื™ื•ืชืจ. ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืฉืžืชืคืชื— ืœืœื ื”ืจืฃ, ื•ืžื•ืฆื ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื ื‘ืžื—ืงืจ ืืงื“ืžื™, ื‘ืคื™ืชื•ื— ืžื•ืฆืจื™ื, ื•ื‘ืžืชืŸ ื’ื™ืฉื” ืœื›ืœื™ื ืœืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช.

ืื™ืš ืžื•ื— ื•ืžื—ืฉื‘ื™ื ืžืชื—ื‘ืจื™ื

ื”ื—ื™ื‘ื•ืจ ื‘ื™ืŸ ืžื•ื— ืœืžื—ืฉื‘ ืžืชืจื—ืฉ ื‘ืืžืฆืขื•ืช ืžื›ืฉื™ืจ ืฉืžืฉืžืฉ ื›ืžืชืจื’ื. ื”ืžื›ืฉื™ืจ ื”ื–ื” ื™ื›ื•ืœ ืœืงืจื•ื ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื—ืœืฉื™ื ืฉืžื™ื™ืฆืจื™ื ื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ื•ืœื”ืžื™ืจ ืื•ืชื ืœืคื•ืจืžื˜ ื“ื™ื’ื™ื˜ืœื™ ืฉืžื—ืฉื‘ ื™ื›ื•ืœ ืœื”ื‘ื™ืŸ. ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI. โ€BCI ืœื ืงื•ืจื ืืช ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ืืœื ืžื–ื”ื” ื“ืคื•ืกื™ื ื‘ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื ื”ืงืฉื•ืจื™ื ืœื›ื•ื•ื ื•ืช ืื• ืœืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืžืกื•ื™ืžื™ื.

ืœื“ื•ื’ืžื”, BCI ื™ื›ื•ืœ ืœืœืžื•ื“ ืœื–ื”ื•ืช ืืช ื”ื“ืคื•ืกื™ื ื”ืขืฆื‘ื™ื™ื ืฉืžืชืจื—ืฉื™ื ื›ืฉืืชื ืžื“ืžื™ื™ื ื™ื ืฉืืชื ืžื–ื™ื–ื™ื ืืช ื”ื™ื“ ื”ืฉืžืืœื™ืช ืฉืœื›ื. ื‘ืจื’ืข ืฉื”ื•ื ืžื–ื”ื” ืืช ื”ืชื‘ื ื™ืช ื”ื–ืืช, ื”ื•ื ื™ื›ื•ืœ ืœืฉืœื•ื— ืคืงื•ื“ื” ืœืžื—ืฉื‘ ืื• ืœื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช ื›ื“ื™ ืœื‘ืฆืข ืคืขื•ืœื”. ื›ืš ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœืžื˜ื•ืคืœื™ื ืขื ืฉื™ืชื•ืง ืœืชืงืฉืจ ืื• ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืกื‘ื™ื‘ื” ืฉืœื”ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืงื™ื™ืžืช ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื‘ืืžืฆืขื•ืช ื›ืœื™ื ื”ื ืงืจืื™ื ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื. ื ื™ืชืŸ ืœืกื•ื•ื’ ืžืžืฉืงื™ื ืืœื” ื‘ื›ืžื” ื“ืจื›ื™ื, ืืš ืื—ืช ื”ื”ื‘ื—ื ื•ืช ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื‘ื™ืŸ ืฉื™ื˜ื•ืช ืคื•ืœืฉื ื™ื•ืช ื•ืœื ืคื•ืœืฉื ื™ื•ืช. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืคื•ืœืฉื ื™ื•ืช, ื›ืžื• ืฉืชืœื™ื ืžื•ื—ื™ื™ื, ืžืžื•ืงืžื•ืช ื™ืฉื™ืจื•ืช ื‘ืชื•ืš ื”ื’ื•ืฃ ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื—. ื”ืŸ ื™ื›ื•ืœื•ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืžื“ื•ื™ืงื™ื ืžืื•ื“, ืืš ื›ืจื•ื›ื•ืช ื‘ืกื™ื›ื•ื ื™ื ืžืฉืžืขื•ืชื™ื™ื ื•ื‘ื“ืจืš ื›ืœืœ ืฉืžื•ืจื•ืช ืœื™ื™ืฉื•ืžื™ื ืงืœื™ื ื™ื™ื.

ืœืขื•ืžืช ื–ืืช, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ืคื•ืขืœื•ืช ืžื—ื•ืฅ ืœื’ื•ืฃ. ืื•ื–ื ื™ื•ืช EEG, ื›ืžื• ืืœื• ืฉืื ื• ืžืชื›ื ื ื™ื ื‘-Emotiv, ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ื”ืžื•ื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ื›ื“ื™ ืœื–ื”ื•ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื‘ื‘ื˜ื—ื” ื•ืœืœื ื›ืœ ื ื™ืชื•ื—. ืžื›ืฉื™ืจื™ื ืืœื” ืžืืคืฉืจื™ื ืœื›ืœ ืื—ื“ ืœื—ืงื•ืจ ื ืชื•ื ื™ ืžื•ื—, ื•ืœื”ืคื•ืš ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช ืžื•ืจื›ื‘ืช ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช ืœืžื—ืงืจ, ืœืคื™ืชื•ื— ืื• ืœืคืจื•ื™ืงื˜ื™ื ื™ืฆื™ืจืชื™ื™ื.

ื›ื™ืฆื“ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช?

ื‘ื‘ืกื™ืกื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืชื”ืœื™ืš ื‘ืŸ ืฉื ื™ ื—ืœืงื™ื. ืจืืฉื™ืช, ื”ื™ื ื›ื•ืœืœืช ื›ืœื™ื ืฉื™ื›ื•ืœื™ื ืœื”ืชืžืžืฉืง ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืžื“ื•ื“ ืื•ืชื•ืช ืžื”ืžื•ื—. ืฉื ื™ืช, ื”ื™ื ืžืฉืชืžืฉืช ื‘ืชื•ื›ื ื” ื›ื“ื™ ืœืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืžื•ืจื›ื‘ื™ื ื”ืืœื” ืœืžื™ื“ืข ืžื•ื‘ืŸ ื•ื ื™ืชืŸ ืœืคืขื•ืœื”. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ื‘ื™ืŸ ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ืฉืœื›ื ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™. ื”ื—ื™ื‘ื•ืจ ื”ื–ื” ืžืืคืฉืจ ืœื ื• ืœืขืฉื•ืช ื“ื‘ืจื™ื ืžื“ื”ื™ืžื™ื, ืžืฉืœื™ื˜ื” ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ืœื”ื‘ื ื” ืขืžื•ืงื” ื™ื•ืชืจ ืฉืœ ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืžื’ื™ื‘ื™ื ืœืขื•ืœื ืฉืกื‘ื™ื‘ื ื•.

ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืขืœืช ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ื”ืžื–ื”ื™ื ืืช ื”ื“ื—ืคื™ื ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ื ื•ื™ืจื•ื ื™ื ืฉืœื›ื ืžื™ื™ืฆืจื™ื ื›ืฉื”ื ืžืชืงืฉืจื™ื. ืื•ืชื•ืช ืืœื”, ืื• ื’ืœื™ ืžื•ื—, ืžืฉืชื ื™ื ื‘ื”ืชืื ืœืžืฆื‘ ื”ืžื ื˜ืœื™, ืœืจืžืช ื”ืžื™ืงื•ื“ ื•ืœืชื’ื•ื‘ื•ืช ื”ืจื’ืฉื™ื•ืช ืฉืœื›ื. ื‘ืืžืฆืขื•ืช ืœื›ื™ื“ืช ื”ื ืชื•ื ื™ื ื”ืืœื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืคืขื™ืœื•ืช ื”ืžื•ื—, ื‘ืœื™ ืœื”ืกืชืžืš ืขืœ ื“ื™ื•ื•ื—ื™ื ืขืฆืžื™ื™ื ืื• ืชืฆืคื™ื•ืช. ื”ืงืกื ื”ืืžื™ืชื™ ืžืชืจื—ืฉ ื›ืฉื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ืืœื” ืžื ื•ืชื—ื™ื, ื•ื—ื•ืฉืคื™ื ื“ืคื•ืกื™ื ืฉื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ื”ื ืœื›ืœ ื“ื‘ืจ, ืžืžื—ืงืจ ืืงื“ืžื™ ื•ืขื“ ืคื™ืชื•ื— ื—ื•ื•ื™ื•ืช ืžืฉืชืžืฉ ื—ื“ืฉื•ืช. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืœ ื—ืœืง ื‘ืชื”ืœื™ืš ื”ื–ื” ืžืงืจื•ื‘ ื™ื•ืชืจ.

ืžื“ื™ื“ืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืžืฉืช ื‘ืžื” ืฉื ืงืจืื™ื "ืžืžืฉืงื™ื ืขืฆื‘ื™ื™ื" ื›ื“ื™ ืœืชืงืฉืจ ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืงื™ื ืืœื” ื™ื›ื•ืœื™ื ืœื”ื™ื•ืช ืคื•ืœืฉื ื™ื™ื (ื”ื“ื•ืจืฉื™ื ื ื™ืชื•ื—) ืื• ืœื ืคื•ืœืฉื ื™ื™ื, ื›ืžื• ืื•ื–ื ื™ื™ืช EEG ืฉื™ื•ืฉื‘ืช ืขืœ ื”ืงืจืงืคืช. ืฉื™ื˜ื•ืช ืœื ืคื•ืœืฉื ื™ื•ืช ื”ืŸ ื”ื ืคื•ืฆื•ืช ื‘ื™ื•ืชืจ ืœื™ื™ืฉื•ืžื™ ืฆืจื›ื ื™ื ื•ืœืžื—ืงืจ. ื”ืŸ ืžืฉืชืžืฉื•ืช ื‘ืืœืงื˜ืจื•ื“ื•ืช ืจื’ื™ืฉื•ืช ื›ื“ื™ ืœืงืœื•ื˜ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืชื”ืœื™ืš ื”ื–ื” ื”ื•ื ืคืกื™ื‘ื™; ื”ืžื›ืฉื™ืจ ืคืฉื•ื˜ "ืžืงืฉื™ื‘" ืœืคืขื™ืœื•ืช ื”ืžื•ื—. ืœืื—ืจ ืžื›ืŸ ื ื™ืชืŸ ืœื”ืฉืชืžืฉ ื‘ืื•ืชื•ืช ืฉื ืจืฉืžื• ื›ื“ื™ ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจื™ื ื—ื™ืฆื•ื ื™ื™ื, ื•ื–ื”ื• ื”ื‘ืกื™ืก ืฉืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘. ื‘ืžืงืจื™ื ืื—ืจื™ื, ื›ืžื” ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื™ื›ื•ืœื•ืช ื’ื ืœืฉืœื•ื— ืื•ืชื•ืช ืœืžื•ื— ื›ื“ื™ ืœื”ืฉืคื™ืข ืขืœ ืคืขื™ืœื•ืชื•, ืชื”ืœื™ืš ื”ื™ื“ื•ืข ื›ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”.

ื”ืคื™ื›ืช ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื’ื•ืœืžื™ื™ื ื ืจืื™ื ื›ืžื• ืจืฆืฃ ืฉืœ ืงื•ื•ื™ื ืžืชืคืชืœื™ื ื•ืžื•ืจื›ื‘ื™ื. ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื ืœืฉื™ืžื•ืฉื™ื™ื, ืฆืจื™ืš ืœื”ืคื•ืš ืื•ืชื ืœืชื•ื‘ื ื•ืช. ื›ืืŸ ื ื›ื ืกืช ืœืชืžื•ื ื” ืชื•ื›ื ื” ืžืชื•ื—ื›ืžืช. ืืœื’ื•ืจื™ืชืžื™ื ืžืขื‘ื“ื™ื ืืช ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื, ืžื–ื”ื™ื ื“ืคื•ืกื™ื ื•ืžืชืจื’ืžื™ื ืื•ืชื ืœืžื“ื“ื™ื ืฉืงืœ ื™ื•ืชืจ ืœื”ื‘ื™ืŸ, ื›ืžื• ืจืžื•ืช ืฉืœ ืœื—ืฅ, ืžื™ืงื•ื“ ืื• ืžืขื•ืจื‘ื•ืช. ืœื“ื•ื’ืžื”, ื‘ืชื—ื•ื ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื—ื•ืงืจื™ื ื™ื›ื•ืœื™ื ืœืžื“ื•ื“ ืืช ื”ืชื’ื•ื‘ื” ื”ืœื ืžื•ื“ืขืช ื•ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืฉืœ ืื“ื ืœืคืจืกื•ืžืช ืื• ืœืžื•ืฆืจ. ื‘ืืžืฆืขื•ืช ื ื™ืชื•ื— ืชื’ื•ื‘ื•ืช ื”ืžื•ื—, ื”ื ื™ื›ื•ืœื™ื ืœืจืื•ืช ืžื” ื‘ืืžืช ืœื•ื›ื“ ืชืฉื•ืžืช ืœื‘ ืื• ืžืขื•ืจืจ ืงืฉืจ ืจื’ืฉื™, ื•ืœืกืคืง ืชื•ื‘ื ื•ืช ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ืขืœื•ืœื™ื ืœื”ื—ืžื™ืฅ. ื”ืžืขื‘ืจ ื”ื–ื” ืžืื•ืช ื’ื•ืœืžื™ ืœืชื•ื‘ื ื” ื‘ืจื•ืจื” ื”ื•ื ืžื” ืฉื”ื•ืคืš ืืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื›ืœ ื›ืš ืขื•ืฆืžืชื™ืช.

ืžื”ื ืกื•ื’ื™ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืฉื•ื ื™ื?

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื™ื ื” ื›ืœื™ ื™ื—ื™ื“; ื–ื”ื• ืชื—ื•ื ืžื’ื•ื•ืŸ ืขื ื›ืžื” ืขื ืคื™ื ืžื•ื‘ื—ื ื™ื, ืฉืœื›ืœ ืื—ื“ ืžื”ื ืžื˜ืจื” ื•ื’ื™ืฉื” ืžืฉืœื•. ืžื™ืฆื™ืจืช ืงืฉืจื™ื ื™ืฉื™ืจื™ื ื‘ื™ืŸ ื”ืžื•ื— ืฉืœื ื• ืœืžื—ืฉื‘ื™ื ื•ืขื“ ืฉื™ืงื•ื ืชืคืงื•ื“ื™ ื—ื™ืฉื” ืฉืื‘ื“ื•, ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ืคื•ืชื—ื•ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช. ื”ื‘ื ืช ื”ืงื˜ื’ื•ืจื™ื•ืช ื”ืขื™ืงืจื™ื•ืช ื™ื›ื•ืœื” ืœืขื–ื•ืจ ืœื›ื ืœืจืื•ืช ืืช ืžืœื•ื ื”ื”ื™ืงืฃ ืฉืœ ืžื” ืฉืืคืฉืจื™ ื•ืœืžืฆื•ื ืืช ื”ืชื—ื•ื ืฉืžืชืื™ื ืœืžื˜ืจื•ืช ืฉืœื›ื. ื‘ื•ืื• ื ื‘ื—ืŸ ืืช ืืจื‘ืขืช ื”ืกื•ื’ื™ื ื”ืžืจื›ื–ื™ื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืขืฆื‘ื™ื ืืช ื”ืชื—ื•ื ื›ื™ื•ื.

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ (BCIs)

ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘, ืื• BCIs, ื™ื•ืฆืจื™ื ืชืงืฉื•ืจืช ื™ืฉื™ืจื” ื‘ื™ืŸ ื”ืžื•ื— ืœืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ื–ืจื•ืข ืจื•ื‘ื•ื˜ื™ืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ืขืœ ื’ืฉืจ ืฉืžืชืจื’ื ืืช ื”ืื•ืชื•ืช ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืœืคืงื•ื“ื•ืช. ื–ื” ืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืชื•ื›ื ื” ืื• ื‘ื—ื•ืžืจื” ืคืฉื•ื˜ ื‘ืืžืฆืขื•ืช ืžื—ืฉื‘ื”. ืœืžืฉืœ, ืืคืฉืจ ืœื”ื–ื™ื– ืกืžืŸ ืขืœ ื”ืžืกืš ืื• ืœื”ืคืขื™ืœ ืžื›ืฉื™ืจ ื‘ื™ืช ื—ื›ื ื‘ืœื™ ืœื”ืจื™ื ืืฆื‘ืข. ืชื•ื›ื ืช EmotivBCI ืฉืœื ื• ื ื•ืขื“ื” ืœื”ืคื•ืš ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืœื ื’ื™ืฉื” ื™ื•ืชืจ, ื•ืœืืคืฉืจ ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืฉืžื’ื™ื‘ื™ื ืœืคืขื™ืœื•ืช ื”ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ื”ืชื—ื•ื ื”ื–ื” ืขื•ืกืง ื›ื•ืœื• ื‘ื”ืคื™ื›ืช ืžื—ืฉื‘ื” ืœืคืขื•ืœื”.

ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”

ื‘ืขื•ื“ ืฉ-BCIs ืžืชืžืงื“ื™ื ืœืขื™ืชื™ื ืงืจื•ื‘ื•ืช ื‘ืงืจื™ืืช ืื•ืชื•ืช ืžื•ื—ื™ื™ื, ืžื›ืฉื™ืจื™ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ืคื•ืขืœื™ื ืขืœ ื™ื“ื™ ืฉืœื™ื—ืช ืื•ืชื•ืช ื—ื–ืจื” ืืœ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืืœื” ื ื•ืขื“ื• ืœืขื•ืจืจ ื—ืœืงื™ื ืกืคืฆื™ืคื™ื™ื ืฉืœ ื”ืžื•ื— ืื• ื”ืขืฆื‘ื™ื ื›ื“ื™ ืœืฉื ื•ืช ืืช ืคืขื™ืœื•ืชื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื•ื›ืจื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ื”ืœื™ืš ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ื‘ืžื•ื— ื›ื“ื™ ืœืกื™ื™ืข ื‘ื”ืคื—ืชืช ืจืขื“ ืืฆืœ ืื ืฉื™ื ืขื ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ. ืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื” ื”ืŸ ืœื ืคื•ืœืฉื ื™ื•ืช ื•ื ื—ืงืจื•ืช ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ื™ื™ืฉื•ืžื™ื, ืžื ื™ื”ื•ืœ ื›ืื‘ ื›ืจื•ื ื™ ื•ืขื“ ืชืžื™ื›ื” ื‘ื‘ืจื™ืื•ืช ื”ื ืคืฉ. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืœื›ื•ื•ื ืŸ ื‘ืื•ืคืŸ ืคืขื™ืœ ืžืขื’ืœื™ื ืขืฆื‘ื™ื™ื ื›ื“ื™ ืœื”ืฉื™ื’ ืชื•ืฆืื” ืจืฆื•ื™ื”.

ื ื•ื™ืจื•-ื”ื“ืžื™ื” ื•ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG

ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืžืขื ื™ืงื•ืช ืœื ื• ื—ืœื•ืŸ ืืœ ื”ืžื•ื—, ื•ืžืืคืฉืจื•ืช ืœื ื• ืœืจืื•ืช ืžื” ืงื•ืจื” ื‘ืชื•ื›ื•. ื˜ื›ื ื™ืงื•ืช ื›ืžื• fMRI ื•ืกืจื™ืงื•ืช PET ืžืกืคืงื•ืช ืชืžื•ื ื•ืช ืžืคื•ืจื˜ื•ืช ืฉืœ ืžื‘ื ื” ื•ืคืขื™ืœื•ืช ื”ืžื•ื—, ืืš ื”ืŸ ืœืจื•ื‘ ื“ื•ืจืฉื•ืช ืฆื™ื•ื“ ื’ื“ื•ืœ ื•ื™ืงืจ. ื›ืืŸ ื ื›ื ืกืช ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG). โ€EEG ื”ื™ื ืฉื™ื˜ื” ื”ืžืฉืžืฉืช ื›ื“ื™ ืœืžื“ื•ื“ ืืช ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ืืœืงื˜ืจื•ื“ื•ืช ื”ืžื•ื ื—ื•ืช ืขืœ ื”ืงืจืงืคืช. ื–ื•ื”ื™ ื“ืจืš ืœื ืคื•ืœืฉื ื™ืช, ื ื™ื™ื“ืช ื•ื—ืกื›ื•ื ื™ืช ืœืฆืคื™ื™ื” ื‘ื’ืœื™ ืžื•ื— ื‘ื–ืžืŸ ืืžืช. ืžื‘ื—ื™ื ื” ืงืœื™ื ื™ืช, EEG ืžืฉืžืฉืช ืœืกื™ื•ืข ื‘ืื‘ื—ื•ืŸ ืžืฆื‘ื™ื ื›ืžื• ืืคื™ืœืคืกื™ื” ื•ื”ืคืจืขื•ืช ืฉื™ื ื”. ืขื‘ื•ืจ ื—ื•ืงืจื™ื ื•ืžืคืชื—ื™ื, ื–ื”ื• ื›ืœื™ ืจื‘ ืขื•ืฆืžื” ืœื”ื‘ื ืช ืžืฆื‘ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื•ืจื’ืฉื™ื™ื.

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ื•ืžื›ืฉื™ืจื™ ืขื–ืจ

ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื” ืคื•ืขืœืช ื›"ื—ืœืงื™ ื—ื™ืœื•ืฃ" ืžืชืงื“ืžื™ื ืขื‘ื•ืจ ืžืขืจื›ืช ื”ืขืฆื‘ื™ื, ื•ืขื•ื–ืจืช ืœื”ืฉื™ื‘ ืชืคืงื•ื“ื™ื ืฉืื‘ื“ื• ืขืงื‘ ืคืฆื™ืขื” ืื• ืžื—ืœื”. ืžื›ืฉื™ืจื™ื ืืœื” ืžืชื—ื‘ืจื™ื ืœืžื•ื— ื›ื“ื™ ืœื”ืฉื™ื‘ ื—ื•ืฉื™ื, ืชื ื•ืขื” ืื• ืืคื™ืœื• ื™ื›ื•ืœื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ื•ืช. ื“ื•ื’ืžื” ืงืœืืกื™ืช ื”ื™ื ืฉืชืœ ื”ืฉื‘ืœื•ืœ, ืฉืขื•ืงืฃ ืืช ื”ื—ืœืงื™ื ื”ืคื’ื•ืขื™ื ื‘ืื•ื–ืŸ ื›ื“ื™ ืœืขื•ืจืจ ื™ืฉื™ืจื•ืช ืืช ืขืฆื‘ ื”ืฉืžืข, ื•ืžืืคืฉืจ ืœืื ืฉื™ื ืขื ืื•ื‘ื“ืŸ ืฉืžื™ืขื” ืขืžื•ืง ืœืฉืžื•ืข ืฉื•ื‘. ื ื•ื™ืจื•ืคืจื•ืกื˜ื˜ื™ืงื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžืคื•ืชื—ื•ืช ื›ื“ื™ ืœื”ืฉื™ื‘ ืจืื™ื™ื” ืœืขื™ื•ื•ืจื™ื ื•ืœืืคืฉืจ ืœืื ืฉื™ื ืขื ืฉื™ืชื•ืง ืœืฉืœื•ื˜ ื‘ื’ืคื™ื™ื ืจื•ื‘ื•ื˜ื™ื•ืช. ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืžืชืžืงื“ืช ื‘ืฉื™ืžื•ืฉ ื‘ืื•ืชื•ืช ืžื•ื—ื™ื™ื ื›ื“ื™ ืœื’ืฉืจ ืขืœ ืคืขืจื™ื ื•ืœื”ืฉื™ื‘ ื™ื›ื•ืœื•ืช ืื ื•ืฉื™ื•ืช.

ืื™ืคื” ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืคื™ืขื”?

ืžืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืขื“ ืœืฉื•ืง ื”ืฆืจื›ื ื™, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ื‘ืชื—ื•ืžื™ื ืจื‘ื™ื. ื”ื™ื›ื•ืœืช ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื•ืžืขืจื›ืช ื”ืขืฆื‘ื™ื ื™ื•ืฆืจืช ื™ื™ืฉื•ืžื™ื ืžืขืฉื™ื™ื ืฉืคืขื ื”ื™ื• ื—ื•ืžืจ ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ื›ืœื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœื ื• ืœื”ื‘ื™ืŸ ื‘ืจื™ืื•ืช, ื”ืชื ื”ื’ื•ืช ื•ื—ื•ื•ื™ื” ืื ื•ืฉื™ืช ื‘ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœื—ืœื•ื˜ื™ืŸ. ื”ื ื” ื›ืžื” ืžืชื—ื•ืžื™ ื”ืžืคืชื— ืฉื‘ื”ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื‘ืจ ืžื™ื•ืฉืžืช.

ืฉื™ืžื•ืฉื™ื ืจืคื•ืื™ื™ื ื•ื˜ื™ืคื•ืœื™ื™ื

ื‘ืขื•ืœื ื”ืจืคื•ืื”, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฆื™ืขื” ืฉื™ื˜ื•ืช ืขื•ืฆืžืชื™ื•ืช ืœืื™ื ื˜ืจืืงืฆื™ื” ื™ืฉื™ืจื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืื—ืช ื”ื“ื•ื’ืžืื•ืช ื”ืžื‘ื•ืกืกื•ืช ื‘ื™ื•ืชืจ ื”ื™ื ื’ื™ืจื•ื™ ืžื•ื—ื™ ืขืžื•ืง (DBS), ืฉื‘ื• ืืœืงื˜ืจื•ื“ื•ืช ืžื•ืฉืชืœื•ืช ืžืกื™ื™ืขื•ืช ื‘ื ื™ื”ื•ืœ ืชืกืžื™ื ื™ื ืฉืœ ืžืฆื‘ื™ื ื›ืžื• ืžื—ืœืช ืคืจืงื™ื ืกื•ืŸ ื•ืืคื™ืœืคืกื™ื”. ืžืขื‘ืจ ืœื”ืœื™ื›ื™ื ื”ืคื•ืœืฉื ื™ื™ื ื”ืืœื”, ื—ื•ืงืจื™ื ื‘ื•ื—ื ื™ื ื›ื™ืฆื“ ื›ืœื™ื ืœื ืคื•ืœืฉื ื™ื™ื ื™ื›ื•ืœื™ื ืœืชืžื•ืš ื‘ื™ืขื“ื™ื ื˜ื™ืคื•ืœื™ื™ื. ื”ืชืคืชื—ื•ื™ื•ืช ืืœื” ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืกื•ืœืœื•ืช ืืช ื”ื“ืจืš ืœื’ื™ืฉื•ืช ื—ื“ืฉื•ืช ืœื‘ืจื™ืื•ืช ื ื•ื™ืจื•ืœื•ื’ื™ืช, ื•ืžืกืคืงื•ืช ืœืจื•ืคืื™ื ื•ืœืžื˜ื•ืคืœื™ื ื™ื•ืชืจ ืืคืฉืจื•ื™ื•ืช ืœื˜ื™ืคื•ืœ ื•ืœืฉื™ืงื•ื.

ืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš

ืขื‘ื•ืจ ืžื“ืขื ื™ื ื•ืื ืฉื™ ื—ื™ื ื•ืš, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืกืคืงืช ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืžืชืจื—ืฉ ื‘ืชื•ืš ื”ืžื•ื—. ื”ื™ื ืžืืคืฉืจืช ืœื—ื•ืงืจื™ื ืœื—ืงื•ืจ ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ื›ืžื• ืงืฉื‘, ื–ื™ื›ืจื•ืŸ ื•ืจื’ืฉ ื‘ืจืžืช ืคื™ืจื•ื˜ ืžื“ื”ื™ืžื”. ืžืขืจื›ื•ืช EEG ื ื™ื™ื“ื•ืช ื”ื™ื• ื‘ืžื™ื•ื—ื“ ื’ื•ืจื ืžืฉื ื” ืžืฉื—ืง, ื•ืืคืฉืจื• ืœืžื—ืงืจ ืืงื“ืžื™ ืœืฆืืช ืžื”ืžืขื‘ื“ื” ื•ืœื”ื™ื›ื ืก ืœืกื‘ื™ื‘ื•ืช ื˜ื‘ืขื™ื•ืช ื•ื™ื•ืžื™ื•ืžื™ื•ืช ื™ื•ืชืจ. ื”ืฉื™ื ื•ื™ ื”ื–ื” ืขื•ื–ืจ ืœื—ื•ืงืจื™ื ืœืืกื•ืฃ ื ืชื•ื ื™ื ืื•ืชื ื˜ื™ื™ื ื™ื•ืชืจ ืขืœ ื”ืื•ืคืŸ ืฉื‘ื• ื”ืžื•ื— ืžืชืคืงื“ ื‘ืžื”ืœืš ืคืขื™ืœื•ื™ื•ืช ื™ื•ืžื™ื•ืžื™ื•ืช, ื•ืœื”ื’ื™ืข ืœืชื•ื‘ื ื•ืช ืขืžื•ืงื•ืช ื™ื•ืชืจ ืขืœ ื”ืชื ื”ื’ื•ืช ืื ื•ืฉื™ืช ื•ืœืžื™ื“ื”.

ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ื•ืชื•ื‘ื ื•ืช ืฆืจื›ื ื™ื•ืช

ืขืกืงื™ื ืžืฉืชืžืฉื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ื˜ื•ื‘ ื™ื•ืชืจ ืžื” ืœืงื•ื—ื•ืช ื‘ืืžืช ื—ื•ืฉื‘ื™ื ื•ืžืจื’ื™ืฉื™ื. ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’ ืžืฉืชืžืฉ ื‘ื›ืœื™ื ื›ืžื• EEG ื›ื“ื™ ืœืžื“ื•ื“ ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ืœืคืจืกื•ืžื•ืช, ืœืžื•ืฆืจื™ื ื•ืœื—ื•ื•ื™ื•ืช ืžื•ืชื’. ื‘ืžืงื•ื ืœื”ืกืชืžืš ืจืง ืขืœ ืžื” ืฉืื ืฉื™ื ืื•ืžืจื™ื ื‘ืกืงืจื™ื, ื—ื‘ืจื•ืช ื™ื›ื•ืœื•ืช ืœืจืื•ืช ื‘ื–ืžืŸ ืืžืช ืืช ื”ืžืขื•ืจื‘ื•ืช ื”ืจื’ืฉื™ืช ื”ื‘ืœืชื™ ืžืกื•ื ื ืช ืื• ืืช ื”ืขื•ืžืก ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœ ืื“ื. ื”ื ืชื•ื ื™ื ื”ืืœื” ืขื•ื–ืจื™ื ืœืžื•ืชื’ื™ื ืœื™ืฆื•ืจ ืงืžืคื™ื™ื ื™ื ืฉื™ื•ื•ืงื™ื™ื ื™ืขื™ืœื™ื ื•ืžื”ื“ื”ื“ื™ื ื™ื•ืชืจ. ืชื•ื›ื ืช Emotiv Studio ืฉืœื ื•, ืœืžืฉืœ, ื ื•ืขื“ื” ืœืขื–ื•ืจ ืœื—ื•ืงืจื™ื ืœื‘ืฆืข ืกื•ื’ื™ื ื›ืืœื” ืฉืœ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื.

ื’ื™ืฉื” ืœื›ืœื™ ืจื•ื•ื—ื” ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื’ื ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืœืฉื™ืžื•ืฉ ืื™ืฉื™, ื•ืžืกืคืงืช ื›ืœื™ื ืœืื ืฉื™ื ื”ืžืขื•ื ื™ื™ื ื™ื ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ืฉืœื”ื. ื™ื™ืฉื•ืžื™ื ืืœื” ืžืชืžืงื“ื™ื ื‘ืžืชืŸ ืžืฉื•ื‘ ืขืœ ื”ืžืฆื‘ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื, ื›ืžื• ืžื™ืงื•ื“, ืœื—ืฅ ื•ื”ืจืคื™ื”. ืœื“ื•ื’ืžื”, ืžืขืจื›ื•ืช ื ื•ื™ืจื•ืคื™ื“ื‘ืง ื™ื›ื•ืœื•ืช ืœืขื–ื•ืจ ืœื›ื ืœืืžืŸ ืืช ื”ืงืฉื‘, ื‘ืขื•ื“ ืฉืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ื™ื›ื•ืœ ืœืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืืคืœื™ืงืฆื™ื•ืช ื•ื‘ืžื›ืฉื™ืจื™ื ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื”. ื›ืœื™ื ืืœื” ืื™ื ื ืžื‘ื˜ื™ื—ื™ื ื”ื‘ื˜ื—ื•ืช ืจืคื•ืื™ื•ืช; ื‘ืžืงื•ื ื–ืืช, ื”ื ืžืฆื™ืขื™ื ื“ืจืš ืœื”ืชื—ื‘ืจ ืœื“ืคื•ืกื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื›ื ื•ืœืœืžื•ื“ ืขืœื™ื”ื ื‘ืื•ืคืŸ ื—ื“ืฉ ื•ืื™ื ื˜ืจืืงื˜ื™ื‘ื™.

ืžื“ื•ืข EEG ื”ื•ื ืžืจื›ื™ื‘ ืžืจื›ื–ื™ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช

ื›ืฉืžื“ื‘ืจื™ื ืขืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”, ืงืฉื” ืœื”ืคืจื™ื– ื‘ื—ืฉื™ื‘ื•ืชื” ืฉืœ ื”ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื”, ืื• EEG. ื–ื•ื”ื™ ืื—ืช ื”ืฉื™ื˜ื•ืช ื”ืžื‘ื•ืกืกื•ืช ื•ื”ืืžื™ื ื•ืช ื‘ื™ื•ืชืจ ืœืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช, ื•ืœื ื‘ื›ื“ื™. EEG ืžืกืคืง ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ื”ืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ืฉืœ ื”ืžื•ื— ื‘ืœื™ ืœื“ืจื•ืฉ ืฉื•ื ื”ืœื™ืš ืคื•ืœืฉื ื™. ื”ืฉื™ืœื•ื‘ ื”ื–ื” ืฉืœ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืืžืช ื•ื‘ื˜ื™ื—ื•ืช ืœืžืฉืชืžืฉ ื”ื•ืคืš ืื•ืชื• ืœืื‘ืŸ ื™ืกื•ื“ ืฉืœ ื”ืชื—ื•ื, ื•ืžื ื™ืข ื”ื›ื•ืœ, ืžืžื—ืงืจ ืืงื“ืžื™ ืคื•ืจืฅ ื“ืจืš ื•ืขื“ ืœืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉื ื™ื™ื. ื–ื• ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžื’ืฉืจืช ืขืœ ื”ืคืขืจ ื‘ื™ืŸ ื”ื‘ื™ื•ืœื•ื’ื™ื” ืฉืœื ื• ืœื‘ื™ืŸ ื”ืขื•ืœื ื”ื“ื™ื’ื™ื˜ืœื™.

ื‘ื ื™ื’ื•ื“ ืœื˜ื›ื ื™ืงื•ืช ื ื•ื™ืจื•-ื”ื“ืžื™ื” ืื—ืจื•ืช ืฉืขืฉื•ื™ื•ืช ืœื“ืจื•ืฉ ืžื›ื•ื ื•ืช ื’ื“ื•ืœื•ืช ื•ื ื™ื™ื—ื•ืช, ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ื”ืคื›ื” ืœื ื’ื™ืฉื” ื•ื ื™ื™ื“ืช ื™ื•ืชืจ ื•ื™ื•ืชืจ. ื”ื”ืชืคืชื—ื•ืช ื”ื–ื• ื”ื™ื ืžืจื›ื–ื™ืช ืœืฆืžื™ื—ืช ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ืžื•ื“ืจื ื™ืช, ืžืฉื•ื ืฉื”ื™ื ืžืืคืฉืจืช ืœื—ืงื•ืจ ืืช ื”ืžื•ื— ื‘ื”ืงืฉืจื™ื ืฉืœ ื”ืขื•ืœื ื”ืืžื™ืชื™. ื”ื™ื›ื•ืœืช ืœืœื›ื•ื“ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื” ืžื‘ื•ืงืจืช ืฉืœ ืžืขื‘ื“ื” ืคื•ืชื—ืช ืžื’ื•ื•ืŸ ืขืฆื•ื ืฉืœ ื™ื™ืฉื•ืžื™ื. ืžื”ื‘ื ืช ื”ืื•ืคืŸ ืฉื‘ื• ืฆืจื›ื ื™ื ืžื’ื™ื‘ื™ื ืœืžื•ืฆืจ ื•ืขื“ ืœืคื™ืชื•ื— ื“ืจื›ื™ื ื—ื“ืฉื•ืช ืœืื ืฉื™ื ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื˜ื›ื ื•ืœื•ื’ื™ื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื—ื™ื•ื ื™ื™ื ืฉืžื ื™ืขื™ื ื—ื“ืฉื ื•ืช. ื–ื”ื• ื›ืœื™ ืžืขืฉื™, ื’ืžื™ืฉ ื•ืขื•ืฆืžืชื™ ืฉื”ื•ืคืš ื”ืจื‘ื” ืžื”ื”ืชืงื“ืžื•ืช ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื›ื™ื•ื ืœืืคืฉืจื™ืช. ื”ื•ื ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ืžื—ืงืจ ื”ืžื•ื—, ืžื•ืฆื™ื ืื•ืชื• ืžื”ืชื—ื•ื ื”ื‘ืœืขื“ื™ ืฉืœ ืžืชืงื ื™ื ืžืชืžื—ื™ื ืžืื•ื“ ื•ืžืขืžื™ื“ ืื•ืชื• ื‘ื™ื“ื™ ื™ืฆืจื ื™ื, ืžื—ื ื›ื™ื ื•ืื ืฉื™ื ืคืจื˜ื™ื™ื ื‘ื›ืœ ืžืงื•ื.

ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ืฉืœ EEG

ื‘ื‘ืกื™ืกื•, EEG ื”ื•ื ืฉื™ื˜ื” ื”ืžืชืขื“ืช ืืช ื”ืคืขื™ืœื•ืช ื”ื—ืฉืžืœื™ืช ืฉืœ ื”ืžื•ื— ื‘ืืžืฆืขื•ืช ื—ื™ื™ืฉื ื™ื ืงื˜ื ื™ื, ืื• ืืœืงื˜ืจื•ื“ื•ืช, ื”ืžื•ืฆื‘ื™ื ืขืœ ื”ืงืจืงืคืช. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ืื–ื ื” ืœืฉื™ื—ื•ืช ื”ื—ืฉืžืœื™ื•ืช ื”ืžืชืจื—ืฉื•ืช ื‘ืชื•ืš ื”ืžื•ื— ืฉืœื›ื. ืžื›ื™ื•ื•ืŸ ืฉื–ื• ืฉื™ื˜ื” ืœื ืคื•ืœืฉื ื™ืช, ื–ื• ื“ืจืš ื‘ื˜ื•ื—ื” ื•ืžืขืฉื™ืช ืœืืกื•ืฃ ื ืชื•ื ื™ื ืขืฉื™ืจื™ื ื‘ื–ืžืŸ ืืžืช ืขืœ ืคืขื™ืœื•ืช ืžื•ื—ื™ืช. ื–ื” ื”ื•ืคืš ืื•ืชื” ืœื›ืœื™ ื™ืกื•ื“ื™ ืขื‘ื•ืจ ื›ืœ ืžื™ ืฉืžื‘ืงืฉ ืœื”ื‘ื™ืŸ ืืช ืชืคืงื•ื“ ื”ืžื•ื—. ื‘ื™ืŸ ืื ืืชื ื—ื•ืงืจื™ื ืฉืœื•ืžื“ื™ื ืชื”ืœื™ื›ื™ื ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืื• ืžืคืชื—ื™ื ืฉื‘ื•ื ื™ื ืืคืœื™ืงืฆื™ื” ื—ื“ืฉื”, EEG ืžืกืคืง ืืช ื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ื”ื“ืจื•ืฉื™ื ื›ื“ื™ ืœื”ืคื•ืš ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืฉื ื™ืชืŸ ืœืคืขื•ืœ ืœืคื™ื”ืŸ. ื”ืชืคืงื™ื“ ื”ื™ืกื•ื“ื™ ื”ื–ื” ื”ื•ื ืฉื™ืฆืง ืืช ืžืงื•ืžื• ืฉืœ EEG ื”ืŸ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ื”ืŸ ื‘ืžืขื‘ื“ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื•ื“ืจื ื™ื•ืช.

ื”ืžืขื‘ืจ ืœืคืชืจื•ื ื•ืช EEG ื ื™ื™ื“ื™ื

ื‘ืžืฉืš ื–ืžืŸ ืจื‘, EEG ื”ื™ื” ืžื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื›ื‘ื“ ื•ื™ืงืจ. ืื‘ืœ ื–ื” ื›ื‘ืจ ืœื ื”ืžืฆื‘. ื”ืชืงื“ืžื•ื™ื•ืช ืื—ืจื•ื ื•ืช ื”ื•ื‘ื™ืœื• ืœืคื™ืชื•ื— ืื•ื–ื ื™ื•ืช EEG ืงืœื•ืช ืžืฉืงืœ ื•ื ื™ื™ื“ื•ืช ืฉืืคืฉืจ ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื›ืžืขื˜ ื‘ื›ืœ ืžืงื•ื. ื”ืžืขื‘ืจ ื”ื–ื” ืžืฉื ื” ืืช ื›ืœืœื™ ื”ืžืฉื—ืง, ื›ื™ ื”ื•ื ืžืืคืฉืจ ื’ืžื™ืฉื•ืช ืจื‘ื” ื™ื•ืชืจ ื‘ืžื“ื™ื“ืช ืคืขื™ืœื•ืช ืžื•ื—ื™ืช ืžื—ื•ืฅ ืœืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ืžืกื•ืจืชื™ื•ืช. ื“ืžื™ื™ื ื• ืื™ืกื•ืฃ ื ืชื•ื ื™ื ื‘ื–ืžืŸ ืฉืžื™ืฉื”ื• ืžื‘ืฆืข ืžืฉื™ืžื” ืœื™ื“ ืฉื•ืœื—ืŸ ื”ืขื‘ื•ื“ื” ืฉืœื• ืื• ืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžื•ืฆืจ ื—ื“ืฉ ื‘ืกื‘ื™ื‘ื” ื˜ื‘ืขื™ืช. ื”ื™ื›ื•ืœืช ื”ื–ื• ืœืืกื•ืฃ ืžื™ื“ืข ื‘ืชืจื—ื™ืฉื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืžืกืคืงืช ื”ื‘ื ื” ืขืฉื™ืจื” ื•ืžื“ื•ื™ืงืช ื”ืจื‘ื” ื™ื•ืชืจ ืฉืœ ืชืคืงื•ื“ ื”ืžื•ื—, ื•ืคื•ืชื—ืช ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืœืžื—ืงืจ ืžืฉืชืžืฉื™ื, ืœื™ื™ืฉื•ืžื™ ืจื•ื•ื—ื” ื•ืขื•ื“ ื”ืจื‘ื” ืžืขื‘ืจ ืœื›ืš.

ืžืฆื™ืืช ื›ืœื™ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื ื’ื™ืฉื™ื

ื”ืชื—ืœืช ื”ืขื‘ื•ื“ื” ืขื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืคืฉื•ื˜ื” ื™ื•ืชืจ ืžืžื” ืฉืื•ืœื™ ื ื“ืžื” ืœื›ื. ื”ืžืคืชื— ื”ื•ื ืœื”ืชืื™ื ืืช ื”ื›ืœื™ื ื”ื ื›ื•ื ื™ื ืœืžื˜ืจื•ืช ื”ืคืจื•ื™ืงื˜ ืฉืœื›ื. ื‘ื™ืŸ ืื ืืชื ืขื•ืจื›ื™ื ืžื—ืงืจ ืจืฉืžื™, ื—ื•ืงืจื™ื ื”ืชื ื”ื’ื•ืช ืฆืจื›ื ื™ืช ืื• ืžืคืชื—ื™ื ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ื—ื“ืฉ, ืžืขืจืš ื—ื–ืง ืžื•ืจื›ื‘ ืžืฉื ื™ ืจื›ื™ื‘ื™ ืœื™ื‘ื”: ืื•ื–ื ื™ื™ืช EEG ืœืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื•ืชื•ื›ื ื” ืฉืชืกื™ื™ืข ืœื›ื ืœืคืจืฉ ืื•ืชื. ืžืฆื™ืืช ื”ืฉื™ืœื•ื‘ ื”ื ื›ื•ืŸ ื”ื™ื ื”ืฆืขื“ ื”ืจืืฉื•ืŸ ืœื”ืคื™ื›ืช ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืœืชื•ื‘ื ื•ืช ืžืขืฉื™ื•ืช.

ืื•ื–ื ื™ื•ืช EEG ืœื›ืœ ืžื˜ืจื”

ืœื ื›ืœ ื”ืคืจื•ื™ืงื˜ื™ื ื“ื•ืจืฉื™ื ืืช ืื•ืชื” ืจืžืช ื ืชื•ื ื™ื, ื•ืœื›ืŸ ืคื™ืชื—ื ื• ืžื’ื•ื•ืŸ ืื•ื–ื ื™ื•ืช EEG ื”ืžื™ื•ืขื“ื•ืช ืœื™ื™ืฉื•ืžื™ื ืฉื•ื ื™ื. ืœืื™ืกื•ืฃ ื ืชื•ื ื™ื ืžื”ื™ืจ ื•ื“ื™ืกืงืจื˜ื™ ื‘ืกื‘ื™ื‘ื•ืช ืžื”ืขื•ืœื ื”ืืžื™ืชื™, ืื•ื–ื ื™ื•ืช ื”-MN8 ืฉืœื ื• ืžืฆื™ืขื•ืช ืคืชืจื•ืŸ ืคืฉื•ื˜ ื‘ืŸ 2 ืขืจื•ืฆื™ื, ืžื•ืฉืœื ืœืงื‘ืœืช ืชื—ื•ืฉื” ื›ืœืœื™ืช ืฉืœ ืžืขื•ืจื‘ื•ืช ืื• ืชืฉื•ืžืช ืœื‘. ืœืžื—ืงืจ ืืงื“ืžื™ ืžืคื•ืจื˜ ื™ื•ืชืจ, ืื•ื–ื ื™ื•ืช ื›ืžื• Insight ื‘ืช 5 ืขืจื•ืฆื™ื ืื• Epoc X ื‘ืช 14 ืขืจื•ืฆื™ื ืžืกืคืงื•ืช ื ืชื•ื ื™ื ืžืงื™ืคื™ื ื™ื•ืชืจ. ื•ืœืžื—ืงืจ ื‘ืฆืคื™ืคื•ืช ื’ื‘ื•ื”ื” ื‘ืจืžืช ืžืขื‘ื“ื”, ืื•ื–ื ื™ื™ืช Flex ื‘ืช 32 ืขืจื•ืฆื™ื ืžืฆื™ืขื” ืืช ื”ืจื–ื•ืœื•ืฆื™ื” ื”ื“ืจื•ืฉื” ืœืžื—ืงืจื™ื ื”ืžื“ืขื™ื™ื ื”ืชื•ื‘ืขื ื™ื™ื ื‘ื™ื•ืชืจ. ื›ืœ ืžื›ืฉื™ืจ ื‘ื ื•ื™ ื›ื“ื™ ืœื”ืคื•ืš ืืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”-EEG ืœื ื’ื™ืฉื” ื™ื•ืชืจ ืขื‘ื•ืจ ืžื’ื•ื•ืŸ ืจื—ื‘ ืฉืœ ืคืจื•ื™ืงื˜ื™ื.

ืชื•ื›ื ื” ืœื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ืฉืœื›ื

ืื™ืกื•ืฃ ื ืชื•ื ื™ ืžื•ื— ื”ื•ื ืจืง ื—ืฆื™ ืžื”ืกื™ืคื•ืจ; ื”ืขืจืš ื”ืืžื™ืชื™ ืžื’ื™ืข ืžื ื™ืชื•ื— ื”ื ืชื•ื ื™ื ื”ืืœื” ื›ื“ื™ ืœื”ื‘ื™ืŸ ืžื” ื”ื ืื•ืžืจื™ื. ื”ืชื•ื›ื ื” ืฉืœื ื• ื ื•ืขื“ื” ืœืชืจื’ื ืื•ืชื•ืช ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื ื•ืžื•ื‘ื ื™ื. ืขื‘ื•ืจ ืžื—ืงืจื™ ืžืฉืชืžืฉื™ื ื•ืžื•ืฆืจื™ื, Emotiv Studio ืžืกืคืงืช ืคืœื˜ืคื•ืจืžื” ืžืœืื” ืœืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืจื’ืฉื™ื•ืช ื•ืžืขื•ืจื‘ื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช. ื›ืฉื”ื™ื ืžืฉื•ืœื‘ืช ืขื ืื•ื–ื ื™ื™ืช ื›ืžื• Epoc X, ื”ื™ื ืžืืคืฉืจืช ืœื›ื ืœืจืื•ืช ื›ื™ืฆื“ ืื ืฉื™ื ื‘ืืžืช ืžื’ื™ื‘ื™ื ืœืคืจืกื•ืžืช, ืœืžื•ืฆืจ ืื• ืœื—ื•ื•ื™ื”. ื’ื™ืฉื” ื–ื• ืขื•ื–ืจืช ืœื›ื ืœืืกื•ืฃ ืžืฉื•ื‘ ืื•ืชื ื˜ื™ ืขืœ ื™ื“ื™ ืžื“ื™ื“ืช ืชื’ื•ื‘ื•ืช ืชืช-ืžื•ื“ืขื•ืช ื™ืฉื™ืจื•ืช, ืžืขื‘ืจ ืœืžื” ืฉืกืงืจื™ื ืžืกื•ืจืชื™ื™ื ื™ื›ื•ืœื™ื ืœืกืคืจ ืœื›ื.

ืžืฉืื‘ื™ื ืœืžืคืชื—ื™ื ื•ืœื—ื•ืงืจื™ื

ืœืžื™ ืฉืจื•ืฆื” ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ืžืฉืœื• ืื• ืœื‘ืฆืข ืžื—ืงืจ ืžืžื•ืงื“ ืžืื•ื“, ืื ื• ืžืกืคืงื™ื ื›ืœื™ื ื”ืžืฆื™ืขื™ื ื’ื™ืฉื” ื•ืฉืœื™ื˜ื” ืขืžื•ืงื•ืช ื™ื•ืชืจ. EmotivPRO ื”ื™ื ืชื•ื›ื ื” ื‘ืจืžืช ืžืงืฆื•ืขื ื™ื ืœื ื™ืชื•ื— ื ืชื•ื ื™ื ืžืชืงื“ื, ื”ืžืืคืฉืจืช ืœื›ื ืœืฆืคื•ืช ื‘ื ืชื•ื ื™ EEG ื’ื•ืœืžื™ื™ื ื•ืœื™ื™ืฆื ืื•ืชื ืœืฉื™ืžื•ืฉ ื‘ืชื•ื›ื ื™ื•ืช ืื—ืจื•ืช. ืื ืืชื ืขื•ื‘ื“ื™ื ืขืœ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, EmotivBCI ื”ื•ืคื›ืช ืืช ื”ืืคืฉืจื•ืช ืœื™ืฆื•ืจ ืคืงื•ื“ื•ืช ื”ืžื‘ื•ืกืกื•ืช ืขืœ ืžืฆื‘ื™ื ืžื ื˜ืœื™ื™ื ืื• ื”ื‘ืขื•ืช ืคื ื™ื. ืื ื• ืžืฆื™ืขื™ื ื’ื ื—ื‘ื™ืœืช APIs ื•-SDKs ืœืžืคืชื—ื™ื ืฉืจื•ืฆื™ื ืœืฉืœื‘ ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืœื ื• ื™ืฉื™ืจื•ืช ื‘ื™ืฆื™ืจื•ืช ื”ืชื•ื›ื ื” ืฉืœื”ื, ื•ืžืขื ื™ืงื™ื ืœื›ื ืืช ื”ื’ืžื™ืฉื•ืช ืœื—ื“ืฉ.

ื”ืืชื™ืงื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ืžืฉื•ืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ืžืžืขื‘ื“ื•ืช ืžื—ืงืจ ื•ืขื“ ืœืกืœื•ืŸ ื”ื‘ื™ืชื™ ืฉืœื ื•, ื—ื™ื•ื ื™ ืœืงื™ื™ื ืฉื™ื—ื” ืคืชื•ื—ื” ืขืœ ื”ืฉืืœื•ืช ื”ืืชื™ื•ืช ืฉื”ื™ื ืžืขืœื”. ื–ื” ืœื ืจืง ื ื•ืฉื ืœืžื“ืขื ื™ื ื•ืœืคื™ืœื•ืกื•ืคื™ื; ื–ื• ืฉื™ื—ื” ืขื‘ื•ืจ ื›ื•ืœื ื•. ื”ื›ื•ื— ืœื”ืชืžืžืฉืง ืขื ื”ืžื•ื— ื”ืื ื•ืฉื™ ืžื’ื™ืข ืขื ืื—ืจื™ื•ืช ืขืžื•ืงื” ืœื”ื‘ื˜ื™ื— ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืฉืžืฉื• ื‘ื‘ื˜ื—ื”, ื‘ืืชื™ื•ืช ื•ืœืžืขืŸ ื˜ื•ื‘ืช ื”ืื ื•ืฉื•ืช. ืงื‘ื™ืขืช ืงื•ื•ื™ื ืžื ื—ื™ื ื‘ืจื•ืจื™ื ืžืกื™ื™ืขืช ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืžื‘ื˜ื™ื—ื” ืฉื”ื—ื“ืฉื ื•ืช ืžื›ื‘ื“ืช ื–ื›ื•ื™ื•ืช ืคืจื˜ ื•ืจื•ื•ื—ื”. ื‘ื•ืื• ื ื‘ื—ืŸ ื›ืžื” ืžืขืžื•ื“ื™ ื”ืชื•ื•ืš ื”ืืชื™ื™ื ื”ืžื ื—ื™ื ืืช ื”ืคื™ืชื•ื— ื•ื”ืฉื™ืžื•ืฉ ื”ืื—ืจืื™ื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ื”ื’ื ื” ืขืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ื•ืคืจื˜ื™ื•ืช

ื ืชื•ื ื™ ืžื•ื— ื”ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื. ื”ื ื™ื›ื•ืœื™ื ืœืฉืงืฃ ืืช ื”ืจื’ืฉื•ืช, ื”ื›ื•ื•ื ื•ืช ื•ื”ืชื”ืœื™ื›ื™ื ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ื™ื ืฉืœื ื•. ื›ืืฉืจ ืื ื• ืžืฉืชืžืฉื™ื ื‘ืžื›ืฉื™ืจื™ื ื›ื“ื™ ืœืืกื•ืฃ ืžื™ื“ืข ื–ื”, ืฉืืœื•ืช ืœื’ื‘ื™ ืžื™ ื”ื‘ืขืœื™ื ืฉืœื•, ืžื™ ื™ื›ื•ืœ ืœื’ืฉืช ืืœื™ื• ื•ืื™ืš ื”ื•ื ืžื•ื’ืŸ ื”ื•ืคื›ื•ืช ืงืจื™ื˜ื™ื•ืช. ื‘ื ื™ื’ื•ื“ ืœืฆื•ืจื•ืช ืื—ืจื•ืช ืฉืœ ื ืชื•ื ื™ื ืื™ืฉื™ื™ื, ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžืกืคืงื™ื ื—ืœื•ืŸ ื™ืฉื™ืจ ืืœ ืขื•ืœืžื ื• ื”ืคื ื™ืžื™, ื•ืœื›ืŸ ืื‘ื˜ื—ืชื ื”ื™ื ื‘ืขืœืช ื—ืฉื™ื‘ื•ืช ืขืœื™ื•ื ื”. ืื™ืกื•ืฃ ื•ืื—ืกื•ืŸ ื”ืžื™ื“ืข ื”ื–ื” ื“ื•ืจืฉื™ื ืžืกื’ืจื•ืช ื—ื–ืงื•ืช ืฉืœ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื ื›ื“ื™ ืœืžื ื•ืข ื’ื™ืฉื” ืœื ืžื•ืจืฉื™ืช ืื• ืฉื™ืžื•ืฉ ืœืจืขื”. ื‘-Emotiv, ืื ื• ืžื—ื•ื™ื‘ื™ื ืœื”ื’ืŸ ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื, ื•ืœื”ื‘ื˜ื™ื— ืฉืืชื ื ืฉืืจื™ื ื‘ืฉืœื™ื˜ื” ืขืœ ื”ืžื™ื“ืข ื”ืื™ืฉื™ ื‘ื™ื•ืชืจ ืฉืœื›ื.

ืฉืžื™ืจื” ืขืœ ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช

ื—ื™ืจื•ืช ืงื•ื’ื ื™ื˜ื™ื‘ื™ืช ื”ื™ื ืžื•ืฉื’ ื™ืกื•ื“ ื‘ื ื•ื™ืจื•ืืชื™ืงื”. ื–ื• ื”ื–ื›ื•ืช ืฉืœ ื›ืœ ืื“ื ืœืฉืœื•ื˜ ื‘ืชื•ื“ืขื” ื•ื‘ืชื”ืœื™ื›ื™ื ื”ืžื ื˜ืœื™ื™ื ืฉืœื•. ื”ืžืฉืžืขื•ืช ื”ื™ื ืฉื™ืฉ ืœื›ื ื”ื—ื•ืคืฉ ืœื—ืฉื•ื‘ ืืช ืžื—ืฉื‘ื•ืชื™ื›ื ื‘ืขืฆืžื›ื ื•ืœื”ื—ืœื™ื˜ ืื, ืžืชื™ ื•ืื™ืš ืชืจืฆื• ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื›ื“ื™ ืœืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืžื•ื— ืฉืœื›ื. ืฉืžื™ืจื” ืขืœ ื”ืขื™ืงืจื•ืŸ ื”ื–ื” ืžื‘ื˜ื™ื—ื” ืฉื”ื›ืœื™ื ื”ืืœื” ื™ืขื ื™ืงื• ืœืื ืฉื™ื ื›ื•ื— ื•ืœื ื™ืฉืœื˜ื• ื‘ื”ื. ืžื“ื•ื‘ืจ ื‘ืฉื™ืžื•ืจ ืฉืœ ื”ื’ื“ืจื” ืขืฆืžื™ืช ืžื ื˜ืœื™ืช ื‘ืขื™ื“ืŸ ืฉืœ ื™ื›ื•ืœืช ื˜ื›ื ื•ืœื•ื’ื™ืช ืžืชืจื—ื‘ืช. ื”ืจืขื™ื•ืŸ ื”ืžืจื›ื–ื™ ื”ื•ื ืฉื”ืžื•ื— ืฉืœื›ื ืฉื™ื™ืš ืœื›ื, ื•ืชืžื™ื“ ืฆืจื™ื›ื” ืœื”ื™ื•ืช ืœื›ื ื”ืžื™ืœื” ื”ืื—ืจื•ื ื” ืœื’ื‘ื™ ื”ืื•ืคืŸ ืฉื‘ื• ื ื™ื’ืฉื™ื ืืœื™ื• ืื• ืžืฉืคื™ืขื™ื ืขืœื™ื•.

ื”ื‘ื˜ื—ืช ื”ืกื›ืžื” ืžื“ืขืช

ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ืื•ืคืŸ ืืชื™, ื”ืกื›ืžื” ืžื“ืขืช ื”ื™ื ืชื ืื™ ืฉืื™ื ื• ื ื™ืชืŸ ืœืžืฉื ื•ืžืชืŸ. ื–ื” ืžืขื‘ืจ ืœืœื—ื™ืฆื” ืคืฉื•ื˜ื” ืขืœ "ืื ื™ ืžืกื›ื™ื/ื”". ื–ื” ืื•ืžืจ ืฉืื ืฉื™ื ื—ื™ื™ื‘ื™ื ืœื”ื‘ื™ืŸ ื‘ืื•ืคืŸ ื‘ืจื•ืจ ื•ืžืœื ืžื” ืžื›ืฉื™ืจ ืื• ื™ื™ืฉื•ื ืขื•ืฉื”, ืื™ืœื• ื ืชื•ื ื™ื ื”ื•ื ืื•ืกืฃ, ื•ื›ื™ืฆื“ ื”ื ืชื•ื ื™ื ื”ืืœื” ื™ืฉืžืฉื•. ืœื—ื•ืงืจื™ื ื•ืœืžืคืชื—ื™ื ื™ืฉ ื—ื•ื‘ื” ืœื”ื™ื•ืช ืฉืงื•ืคื™ื ืœื’ื‘ื™ ื”ื™ืชืจื•ื ื•ืช ื•ื”ืกื™ื›ื•ื ื™ื ื”ืืคืฉืจื™ื™ื. ื›ืคื™ ืฉืžืฆื™ื™ื ื™ื ืงื‘ื•ืฆื” ืฉืœ ืžื•ืžื—ื™ื, ืงื•ื•ื™ื ืžื ื—ื™ื ืืชื™ื™ื ื—ื™ื™ื‘ื™ื ืœื”ื›ื™ืจ ื‘ื›ืš ืฉืื“ื ื”ื•ื ื™ื•ืชืจ ืžื”ืžื•ื— ืฉืœื•; ื”ื•ื ืžืขื•ืฆื‘ ื’ื ืขืœ ื™ื“ื™ ื”ื’ื•ืฃ ื•ื”ืชืจื‘ื•ืช ืฉืœื•. ืžื‘ื˜ ื”ื•ืœื™ืกื˜ื™ ื–ื” ื”ื•ื ืžืจื›ื–ื™ ืœื‘ื ื™ื™ืช ืืžื•ืŸ ื•ืœื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืชืคื™ื ืžืงื‘ืœื™ื ื”ื—ืœื˜ื•ืช ื‘ืืžืช ืžื•ืฉื›ืœื•ืช ืœื’ื‘ื™ ื”ืžืขื•ืจื‘ื•ืช ืฉืœื”ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื” ื•ืžื ื™ืคื•ืœืฆื™ื”

ื›ืžื• ื‘ื›ืœ ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ืฆืžืชื™ืช, ื™ืฉ ืกื™ื›ื•ืŸ ืœืฉื™ืžื•ืฉ ืœืจืขื”. ืœืœื ื›ืœืœื™ื ืืชื™ื™ื ื‘ืจื•ืจื™ื, ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืœื•ืœื” ืœืฉืžืฉ ืœื”ืฉืคืขื” ืขืœ ื”ืชื ื”ื’ื•ืชื ืื• ืžื—ืฉื‘ื•ืชื™ื”ื ืฉืœ ืื ืฉื™ื ื‘ืœื™ ื™ื“ื™ืขืชื. ื“ืžื™ื™ื ื• ืขื•ืœื ืฉื‘ื• ื”ืชื’ื•ื‘ื•ืช ื”ืขืฆื‘ื™ื•ืช ืฉืœื›ื ืœืคืจืกื•ืžืช ื™ื›ื•ืœื•ืช ืœืฉืžืฉ ืœื™ืฆื™ืจืช ืฉื™ื•ื•ืง ืžื ื™ืคื•ืœื˜ื™ื‘ื™, ืื• ืฉื‘ื• ื ืชื•ื ื™ ืžื•ื— ืžืฉืžืฉื™ื ืœืžืขืงื‘. ื›ื“ื™ ืœืžื ื•ืข ื–ืืช, ื›ืœ ื”ืชืขืฉื™ื™ื” ืฆืจื™ื›ื” ืœื”ืชื—ื™ื™ื‘ ืœื—ื“ืฉื ื•ืช ืื—ืจืื™ืช. ืคื™ืชื•ื— ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ื•ืจื’ื•ืœืฆื™ื•ืช ื—ื–ืงื™ื ื”ื•ื ื—ื™ื•ื ื™ ื›ื“ื™ ืœื”ื ื—ื•ืช ืืช ื”ืฉื™ืžื•ืฉ ื‘ื˜ื›ื ื•ืœื•ื’ื™ื”, ื•ืœื”ื‘ื˜ื™ื— ืฉื”ื™ื ืžืฉืจืชืช ืืช ื”ื”ื‘ื ื” ื•ื”ืกื™ื•ืข ืœืื ืฉื™ื, ื•ืœื ืืช ื ื™ืฆื•ืœื.

ื”ืชืžื•ื“ื“ื•ืช ืขื ืืชื’ืจื™ื ื‘ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”

ื›ืžื• ื‘ื›ืœ ืชื—ื•ื ืคื•ืจืฅ ื“ืจืš, ื’ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืžื•ื“ื“ืช ืขื ืžืขืจืš ื”ืืชื’ืจื™ื ืฉืœื”. ืืœื” ืื™ื ื ืžื—ืกื•ืžื™ื, ืืœื ื’ื‘ื•ืœื•ืช ืžืจื’ืฉื™ื ืœื—ื“ืฉื ื•ืช ืฉื—ื•ืงืจื™ื, ืžืคืชื—ื™ื ื•ื—ื‘ืจื•ืช ืขื•ื‘ื“ื™ื ื‘ืื•ืคืŸ ืคืขื™ืœ ื›ื“ื™ ืœืคืชื•ืจ. ืžืฉื™ืคื•ืจ ื”ื“ื™ื•ืง ืฉืœ ื”ื›ืœื™ื ืฉืœื ื• ื•ืขื“ ืœื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื–ื• ืชืฉืžืฉ ื‘ืื—ืจื™ื•ืช, ื”ืชืžื•ื“ื“ื•ืช ืขื ื”ืžื›ืฉื•ืœื™ื ื”ืืœื” ื”ื™ื ืžืคืชื— ืœืžื™ืžื•ืฉ ืžืœื•ื ื”ืคื•ื˜ื ืฆื™ืืœ ืฉืœ ืžืžืฉืงื™ ืžื•ื—-ืžื—ืฉื‘. ื”ืžืกืข ืžื›ืœื™ ืžื“ืขื™ ื ื™ืฉืชื™ ืœื˜ื›ื ื•ืœื•ื’ื™ื” ืžื™ื™ื ืกื˜ืจื™ืžื™ืช ื›ื•ืœืœ ืฉื™ืคื•ืจ ืžืชืžืฉืš ื•ื”ืชื—ืฉื‘ื•ืช ืžืขืžื™ืงื” ื‘ื”ืฉืคืขืชื”.

ืชื—ื•ืžื™ ื”ืžื™ืงื•ื“ ื”ืขื™ืงืจื™ื™ื ื›ื™ื•ื ื›ื•ืœืœื™ื ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื ืชื•ื ื™ ื”ืื•ืชื•ืช ื”ืžื•ื—ื™ื™ื, ื”ืคื™ื›ืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื–ืžื™ื ื” ื™ื•ืชืจ ืœืฆื™ื‘ื•ืจ ืจื—ื‘, ื•ืงื‘ื™ืขืช ืงื•ื•ื™ ื‘ื˜ื™ื—ื•ืช ื‘ืจื•ืจื™ื ืฉื™ื ื—ื• ืืช ืคื™ืชื•ื—ื”. ื›ืœ ืื—ื“ ืžื”ืชื—ื•ืžื™ื ื”ืืœื” ืžืฆื™ื‘ ื—ื™ื“ื” ื™ื™ื—ื•ื“ื™ืช. ืื™ืš ืžืฉื™ื’ื™ื ืืช ื”ืื•ืช ื”ื ืงื™ ื‘ื™ื•ืชืจ ื”ืืคืฉืจื™ ืžืžื›ืฉื™ืจ ืฉืžื™ืฉื”ื• ื™ื›ื•ืœ ืœืœื‘ื•ืฉ ื‘ื ื•ื—ื•ืช ื›ืœ ื”ื™ื•ื? ืื™ืš ืžื•ืจื™ื“ื™ื ืืช ื—ืกื ื”ื›ื ื™ืกื” ื›ืš ืฉื™ื•ืชืจ ื™ื•ืฆืจื™ื ื•ื—ื•ืงืจื™ื ื™ื•ื›ืœื• ืœื”ืชื ืกื•ืช ื•ืœื‘ื ื•ืช ื™ื™ืฉื•ืžื™ื ื—ื“ืฉื™ื? ื•ืื™ืš ื™ื•ืฆืจื™ื ืžืกื’ืจืช ืฉืœ ืืžื•ืŸ ื•ื‘ื˜ื™ื—ื•ืช ืกื‘ื™ื‘ ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืžืชืงืฉืจืช ืื™ืชื ื• ื›ืœ ื›ืš ืžืงืจื•ื‘? ืขืœ ื™ื“ื™ ื”ืชืžื•ื“ื“ื•ืช ื™ืฉื™ืจื” ืขื ื”ืฉืืœื•ืช ื”ืืœื”, ื”ืงื”ื™ืœื” ื‘ื•ื ื” ืขืชื™ื“ ืฉื‘ื• ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ื’ื ืขื•ืฆืžืชื™ืช ื•ื’ื ื ื’ื™ืฉื”.

ืฉื™ืคื•ืจ ืื™ื›ื•ืช ื”ืื•ืช ื•ื”ื“ื™ื•ืง

ื”ื‘ืกื™ืก ืฉืœ ื›ืœ ื™ื™ืฉื•ื ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ ื”ื•ื ื ืชื•ื ื™ื ื‘ืื™ื›ื•ืช ื’ื‘ื•ื”ื”. ืืชื’ืจ ืžืจื›ื–ื™ ื”ื•ื ืœื”ืฉื™ื’ ืื•ืช ืžื•ื—ื™ ื‘ืจื•ืจ ืฉืื™ื ื• ืžืขื•ื•ืช ืขืœ ื™ื“ื™ "ืจืขืฉ" ื›ืžื• ืชื ื•ืขื•ืช ืฉืจื™ืจื™ื ืื• ื”ืคืจืขื•ืช ื—ืฉืžืœื™ื•ืช ืžืžื›ืฉื™ืจื™ื ืื—ืจื™ื. ื”ืžื˜ืจื” ื”ื™ื ืœื™ืฆื•ืจ ื—ื™ื™ืฉื ื™ื ื”ืžืกืคืงื™ื ืžืฉื•ื‘ ืžื™ื™ื“ื™ ื•ืžื“ื•ื™ืง. ื‘-Emotiv, ืื ื• ืžืชืžืงื“ื™ื ื‘ืคื™ืชื•ื— ื—ื•ืžืจื” ืฉืžืคืฉื˜ืช ืืช ื”ืชื”ืœื™ืš ื”ื–ื”. ืœื“ื•ื’ืžื”, ืื•ื–ื ื™ื™ืช Flex Saline ืฉืœื ื• ืžืฉืชืžืฉืช ื‘ื—ื™ื™ืฉื ื™ื ืžื‘ื•ืกืกื™ ืžื™ ืžืœื— ืฉืงืœ ืœื”ืชืงื™ืŸ ื•ืžืกืคืงื™ื ื ืชื•ื ื™ื ืืžื™ื ื™ื ืœืœื ืฆื•ืจืš ื‘ื’'ืœื™ื ื“ื‘ื™ืงื™ื. ื—ื“ืฉื ื•ืช ืžืชืžื“ืช ื‘ืขื™ืฆื•ื‘ ื—ื™ื™ืฉื ื™ื ื•ื‘ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ ืขื™ื‘ื•ื“ ืื•ืชื•ืช ื“ื•ื—ืคืช ืืช ื›ืœ ื”ืชื—ื•ื ืงื“ื™ืžื”, ื•ืžืืคืฉืจืช ืชื•ื‘ื ื•ืช ืžื“ื•ื™ืงื•ืช ื•ืžืฉืžืขื•ืชื™ื•ืช ื™ื•ืชืจ ืžื ืชื•ื ื™ EEG.

ื”ืคื™ื›ืช ื˜ื›ื ื•ืœื•ื’ื™ื™ืช ื”ืžื•ื— ืœื ื’ื™ืฉื” ื™ื•ืชืจ

ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื, ืžื—ืงืจ ืžื•ื— ื”ื•ื’ื‘ืœ ืœืžืขื‘ื“ื•ืช ืขื ืฆื™ื•ื“ ื™ืงืจ ื•ืžื•ืจื›ื‘. ืืชื’ืจ ืžืจื›ื–ื™ ื›ื™ื•ื ื”ื•ื ืœื”ืคื•ืš ืืช ื”ื›ืœื™ื ื”ืขื•ืฆืžืชื™ื™ื ื”ืืœื” ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื”ืจื‘ื” ื™ื•ืชืจ. ื ื’ื™ืฉื•ืช ืคื™ืจื•ืฉื” ื™ื•ืชืจ ืžืžื—ื™ืจ ื ืžื•ืš ื™ื•ืชืจ; ืžื“ื•ื‘ืจ ื‘ื™ืฆื™ืจืช ื—ื•ืžืจื” ื™ื“ื™ื“ื•ืชื™ืช ืœืžืฉืชืžืฉ ื•ืชื•ื›ื ื” ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ืช ืฉืื ืฉื™ื ืœืœื ื“ื•ืงื˜ื•ืจื˜ ื‘ืžื“ืขื™ ื”ืžื•ื— ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ืŸ ื‘ื™ืขื™ืœื•ืช. ื–ื” ื’ื ื›ื•ืœืœ ื”ื‘ื˜ื—ื” ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืคื•ืชื—ืช ื‘ืื•ืคืŸ ื”ื•ื’ืŸ ื•ืžื•ืขื™ืœื” ืœื›ื•ืœื. ืื ื• ืชื•ืžื›ื™ื ื‘ื›ืš ื‘ืืžืฆืขื•ืช ืžื’ื•ื•ืŸ ืžื›ืฉื™ืจื™ EEG ืœืฆืจื›ื™ื ื•ืœืชืงืฆื™ื‘ื™ื ืฉื•ื ื™ื, ืœืฆื“ ืžืฉืื‘ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ื—ื™ื ื•ืš. ื‘ืืžืฆืขื•ืช ื“ืžื•ืงืจื˜ื™ื–ืฆื™ื” ืฉืœ ื”ื’ื™ืฉื”, ืื ื• ืžืขื ื™ืงื™ื ืœื™ื•ืชืจ ืื ืฉื™ื ืืช ื”ื™ื›ื•ืœืช ืœื—ืงื•ืจ, ืœื™ืฆื•ืจ ื•ืœืชืจื•ื ืœืขืชื™ื“ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”.

ืคื™ืชื•ื— ืชืงื ื™ ื‘ื˜ื™ื—ื•ืช ื•ืจื’ื•ืœืฆื™ื”

ื›ื›ืœ ืฉื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืฉืชืœื‘ืช ื™ื•ืชืจ ื‘ื—ื™ื™ื ื•, ื—ื™ื•ื ื™ ืœืงื‘ื•ืข ื”ื ื—ื™ื•ืช ื‘ื˜ื™ื—ื•ืช ื•ืืชื™ืงื” ื‘ืจื•ืจื•ืช. ื–ื” ืœื ืจืง ืขื ื™ื™ืŸ ืฉืœ ื”ื‘ื˜ื—ืช ื”ื‘ื˜ื™ื—ื•ืช ื”ืคื™ื–ื™ืช ืฉืœ ื”ืžื›ืฉื™ืจื™ื, ืืœื ื’ื ืฉืœ ื”ื’ื ื” ืขืœ ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ื”ืื™ืฉื™ื™ื ื•ืฉืžื™ืจื” ืขืœ ื”ืื•ื˜ื•ื ื•ืžื™ื” ืฉืœ ื”ืžืฉืชืžืฉ. ื”ืชืขืฉื™ื™ื” ืžื›ื™ืจื” ื‘ืฆื•ืจืš ื”ื“ื—ื•ืฃ ื‘ืกื˜ื ื“ืจื˜ื™ื ื’ืœื•ื‘ืœื™ื™ื ืฉื™ื ื—ื• ืคื™ืชื•ื— ืื—ืจืื™ ื•ื™ื‘ื ื• ืืžื•ืŸ ืฆื™ื‘ื•ืจื™. ื–ื” ื›ื•ืœืœ ื™ืฆื™ืจืช ืžื“ื™ื ื™ื•ืช ืฉืงื•ืคื” ืกื‘ื™ื‘ ืคืจื˜ื™ื•ืช ื ืชื•ื ื™ื, ื”ื‘ื˜ื—ื” ืฉื”ืžืฉืชืžืฉื™ื ื ื•ืชื ื™ื ื”ืกื›ืžื” ืžื“ืขืช, ื•ื”ืฆื‘ืช ืืžืฆืขื™ ื”ื’ื ื” ืœืžื ื™ืขืช ืฉื™ืžื•ืฉ ืœืจืขื”. ื”ืฉื™ื—ื•ืช ื”ืืœื” ืžืชืจื—ืฉื•ืช ื›ืขืช, ื•ื”ืŸ ืฆืขื“ ืงืจื™ื˜ื™ ืœื”ื‘ื˜ื—ื” ืฉื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืชืชืคืชื— ื‘ืื•ืคืŸ ื‘ื˜ื•ื—, ืžืื•ื‘ื˜ื— ื•ืžื•ืขื™ืœ ืœืื ื•ืฉื•ืช.

ืžื” ืฆื•ืคืŸ ื”ืขืชื™ื“ ืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื”?

ืชื—ื•ื ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืžืชืงื“ื ื‘ืžื”ื™ืจื•ืช ืžื“ื”ื™ืžื”, ื•ืžืจื’ืฉ ืœื—ืฉื•ื‘ ืžื” ื™ื‘ื•ื ืื—ืจ ื›ืš. ื›ื›ืœ ืฉื”ื›ืœื™ื ืฉืœื ื• ืœื”ื‘ื ืช ื”ืžื•ื— ื ืขืฉื™ื ืžืชื•ื—ื›ืžื™ื ื•ื ื’ื™ืฉื™ื ื™ื•ืชืจ, ืื ื• ืจื•ืื™ื ืืคืฉืจื•ื™ื•ืช ื—ื“ืฉื•ืช ืฉืžืชื—ื™ืœื•ืช ืœืฆื•ืฅ ื•ืืฉืจ ื‘ืขื‘ืจ ื”ื™ื• ืจืง ืžื“ืข ื‘ื“ื™ื•ื ื™. ื”ืžืคื’ืฉ ื‘ื™ืŸ ืžื“ืขื™ ื”ืžื•ื— ืœื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžืชืงื“ืžื•ืช ืื—ืจื•ืช ืžื›ื™ืŸ ืืช ื”ืงืจืงืข ืœืคืจื™ืฆื•ืช ื“ืจืš ืฉื™ื›ื•ืœื•ืช ืœืขืฆื‘ ืžื—ื“ืฉ ืืช ื”ืื•ืคืŸ ืฉื‘ื• ืื ื• ืœื•ืžื“ื™ื, ืžืชืงืฉืจื™ื ื•ืžืงื™ื™ืžื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ื”ืขื•ืœื ืกื‘ื™ื‘ื ื•. ื”ืžื™ืงื•ื“ ืขื•ื‘ืจ ืžืกื‘ื™ื‘ื•ืช ืžืขื‘ื“ื” ื ื™ืฉืชื™ื•ืช ืœื™ื™ืฉื•ืžื™ื ืžื”ืขื•ืœื ื”ืืžื™ืชื™ ืฉืื ืฉื™ื ื™ื›ื•ืœื™ื ืœื”ืฉืชืžืฉ ื‘ื”ื ืžื“ื™ ื™ื•ื.

ืื™ื ื˜ื’ืจืฆื™ื” ืขื AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื”

ื”ืฉื•ืชืคื•ืช ื‘ื™ืŸ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืœื‘ื™ืŸ ื‘ื™ื ื” ืžืœืื›ื•ืชื™ืช ื”ื™ื ืžืฉื ื” ืžืฉื—ืง. ืืœื’ื•ืจื™ืชืžื™ื ืฉืœ AI ื•ืœืžื™ื“ืช ืžื›ื•ื ื” ื™ื›ื•ืœื™ื ืœืขื‘ื“ ื›ืžื•ื™ื•ืช ืขืฆื•ืžื•ืช ืฉืœ ื ืชื•ื ื™ื ืขืฆื‘ื™ื™ื ืžื•ืจื›ื‘ื™ื ืžืื•ื–ื ื™ื•ืช EEG, ื•ืœื–ื”ื•ืช ื“ืคื•ืกื™ื ืขื“ื™ื ื™ื ืฉืื“ื ืœื ื™ื›ื•ืœ ืœื”ื‘ื—ื™ืŸ ื‘ื”ื. ื–ื” ืžืืคืฉืจ ื™ื™ืฉื•ืžื™ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ ืžื’ื™ื‘ื™ื ื•ืื™ื ื˜ื•ืื™ื˜ื™ื‘ื™ื™ื ื™ื•ืชืจ, ืžืฉืœื™ื˜ื” ื‘ืชื•ื›ื ื” ื‘ืืžืฆืขื•ืช ื”ืžื—ืฉื‘ื” ื•ืขื“ ื™ืฆื™ืจืช ืกื‘ื™ื‘ื•ืช ืื“ืคื˜ื™ื‘ื™ื•ืช ืฉืžื’ื™ื‘ื•ืช ืœืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื. ื›ื›ืœ ืฉืžืขืจื›ื•ืช ืืœื” ืœื•ืžื“ื•ืช ืžืคืขื™ืœื•ืช ื”ืžื•ื— ื”ื™ื™ื—ื•ื“ื™ืช ืฉืœ ืื“ื, ื”ืŸ ื ืขืฉื•ืช ืื™ืฉื™ื•ืช ื•ื™ืขื™ืœื•ืช ื™ื•ืชืจ. ื›ืžื•ื‘ืŸ, ื›ื›ืœ ืฉืื ื• ืื•ืกืคื™ื ื ืชื•ื ื™ ืžื•ื— ืžืคื•ืจื˜ื™ื ื™ื•ืชืจ, ื”ื”ื‘ื˜ื—ื” ืฉื”ืžื™ื“ืข ื”ืจื’ื™ืฉ ื”ื–ื” ืžื•ื’ืŸ ื ืฉืืจืช ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื” ืขื‘ื•ืจ ื›ืœ ื”ืชืขืฉื™ื™ื”.

ื”ืจื—ื‘ืช ื™ื™ืฉื•ืžื™ื ืขืœ ืคื ื™ ืชืขืฉื™ื•ืช

ืœืžืจื•ืช ืฉืœื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื™ืฉ ืฉื•ืจืฉื™ื ืขืžื•ืงื™ื ื‘ืชื—ื•ื ื”ื‘ืจื™ืื•ืช, ื”ื™ื™ืฉื•ืžื™ื ื”ืขืชื™ื“ื™ื™ื ืฉืœื” ื ืคืจืฉื™ื ื›ืžืขื˜ ืขืœ ืคื ื™ ื›ืœ ืชืขืฉื™ื™ื”. ืžืขื‘ืจ ืœืฉื™ืžื•ืฉื™ื ื˜ื™ืคื•ืœื™ื™ื, ืื ื• ืจื•ืื™ื ื ื•ื™ืจื•ื˜ืง ืžืฉืžืฉืช ืœื—ืงื™ืจืช ื’ื‘ื•ืœื•ืช ื—ื“ืฉื™ื ื‘ื—ื™ื ื•ืš, ื‘ืื™ืžื•ืŸ ื‘ื™ืฆื•ืขื™ื ื•ื‘ืžื—ืงืจ ืฆืจื›ื ื™. ืœื“ื•ื’ืžื”, ื”ื‘ื ืช ื”ืชื’ื•ื‘ื” ื”ืืžื™ืชื™ืช ื•ื”ืœื ืžืกื•ื ื ืช ืฉืœ ืžืฉืชืžืฉ ืœืžื•ืฆืจ ื™ื›ื•ืœื” ืœืกืคืง ืชื•ื‘ื ื•ืช ื™ืงืจื•ืช ืขืจืš ืœืžื•ืชื’ื™ื. ื–ื”ื• ืœื‘ ื”ื ื•ื™ืจื•ืžืจืงื˜ื™ื ื’, ื”ืžืกื™ื™ืข ืœื—ื‘ืจื•ืช ืœื™ืฆื•ืจ ืžื•ืฆืจื™ื ื•ื—ื•ื•ื™ื•ืช ื˜ื•ื‘ื™ื ื™ื•ืชืจ. ื‘ืชื—ื•ืžื™ื ืื—ืจื™ื, ืืžื ื™ื ืžืฉืชืžืฉื™ื ื‘-EEG ื›ื“ื™ ืœื™ืฆื•ืจ ืžื•ื–ื™ืงื” ื•ืืžื ื•ืช ื—ื–ื•ืชื™ืช, ื‘ืขื•ื“ ืฉืžืคืชื—ื™ื ื‘ื•ื ื™ื ืžืฉื—ืงื™ื ืฉืžืกืชื’ืœื™ื ื‘ื–ืžืŸ ืืžืช ืœืžื™ืงื•ื“ ืื• ืœื”ืชืจื’ืฉื•ืช ืฉืœ ื”ืฉื—ืงืŸ. ื”ืคื•ื˜ื ืฆื™ืืœ ื”ื–ื” ืจืง ืžืชื—ื™ืœ ืœื”ื™ื—ืงืจ ื‘ืืžืช.

ืกืœื™ืœืช ื”ื“ืจืš ืœืฉื™ืžื•ืฉ ืžื™ื™ื ืกื˜ืจื™ื

ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขื•ื‘ืจืช ื‘ื”ื“ืจื’ื” ืžื”ืžืขื‘ื“ื” ืืœ ื—ื™ื™ ื”ื™ื•ืžื™ื•ื ืฉืœื ื•. ืกื™ื‘ื” ืžืจื›ื–ื™ืช ืœืžืขื‘ืจ ื”ื–ื” ื”ื™ื ื”ืคื™ืชื•ื— ืฉืœ ืžื›ืฉื™ืจื™ EEG ื ื™ื™ื“ื™ื ื•ื™ื“ื™ื“ื•ืชื™ื™ื ืœืžืฉืชืžืฉ. ื™ื•ื–ืžื•ืช ื›ืžื• BRAIN Initiative ืฉืœ ื”ืžื›ื•ืŸ ื”ืœืื•ืžื™ ืœื‘ืจื™ืื•ืช ืฉืœ ืืจื”ืดื‘ (NIH) ืžืื™ืฆื•ืช ืืช ื”ื”ื‘ื ื” ื”ื‘ืกื™ืกื™ืช ืฉืœื ื• ืืช ื”ืžื•ื— ื•ืžื–ื™ื ื•ืช ื—ื“ืฉื ื•ืช ื‘ื›ืœ ื”ืชื—ื•ืžื™ื. ื›ื›ืœ ืฉื”ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื•ืคื›ืช ื ื’ื™ืฉื” ื•ื‘ืžื—ื™ืจ ืกื‘ื™ืจ ื™ื•ืชืจ, ื™ื•ืชืจ ื—ื•ืงืจื™ื, ื™ื•ืฆืจื™ื ื•ืžืคืชื—ื™ื ื™ื›ื•ืœื™ื ืœื”ืชื ืกื•ืช ื‘ื”. ื”ืงื”ื™ืœื” ื”ื’ื“ืœื” ื”ื–ื• ื”ื™ื ื”ืžืคืชื— ืœื’ื™ืœื•ื™ ืฉื™ืžื•ืฉื™ื ื—ื“ืฉื™ื ื•ืœื“ื—ื™ืคืช ื”ื’ื‘ื•ืœื•ืช ืฉืœ ืžื” ืฉืืคืฉืจื™, ื•ืœื”ืคื™ื›ืช ื›ืœื™ื ืขื•ืฆืžืชื™ื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ื•ืœื—ืงื™ืจื” ืื™ืฉื™ืช ืœื–ืžื™ื ื™ื ืœืงื”ืœ ืจื—ื‘ ื™ื•ืชืจ ืžืื™ ืคืขื.

ืžืืžืจื™ื ืงืฉื•ืจื™ื

ืฉืืœื•ืช ื ืคื•ืฆื•ืช

ื”ืื ืกื•ื’ ื›ื–ื” ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื‘ื˜ื•ื— ืœืฉื™ืžื•ืฉ? ื‘ื”ื—ืœื˜. ืกื•ื’ ื”ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืฉืขืœื™ื• ืื ื• ืžืชืžืงื“ื™ื, ืืœืงื˜ืจื•ืื ืฆืคืœื•ื’ืจืคื™ื” (EEG), ืื™ื ื• ืคื•ืœืฉื ื™ ื›ืœืœ. ืื•ื–ื ื™ื•ืช ืฉืœื ื• ืžืฉืชืžืฉื•ืช ื‘ื—ื™ื™ืฉื ื™ื ืคืกื™ื‘ื™ื™ื ืฉื ื—ื™ื ืขืœ ื”ืงืจืงืคืช ืฉืœื›ื ื›ื“ื™ ืœื”ืื–ื™ืŸ ืœืื•ืชื•ืช ื”ื—ืฉืžืœื™ื™ื ื”ื–ืขื™ืจื™ื ืฉื”ืžื•ื— ืฉืœื›ื ืžื™ื™ืฆืจ ื‘ืื•ืคืŸ ื˜ื‘ืขื™. ื”ืžื›ืฉื™ืจ ืื™ื ื• ืฉื•ืœื— ื“ื‘ืจ ืืœ ื”ืžื•ื— ืฉืœื›ื; ื”ื•ื ืคืฉื•ื˜ ืžืชืขื“ ืืช ื”ืคืขื™ืœื•ืช ืฉื›ื‘ืจ ืžืชืจื—ืฉืช. ื–ื• ืฉื™ื˜ื” ื‘ื˜ื•ื—ื” ื•ืžื‘ื•ืกืกืช ื”ื™ื˜ื‘, ืฉื”ื™ื™ืชื” ื‘ืฉื™ืžื•ืฉ ื‘ืกื‘ื™ื‘ื•ืช ืงืœื™ื ื™ื•ืช ื•ืžื—ืงืจื™ื•ืช ื‘ืžืฉืš ืขืฉืจื•ืช ืฉื ื™ื.

ื”ืื ืื•ื–ื ื™ื™ืช EEG ื™ื›ื•ืœื” ืœืงืจื•ื ืืช ื”ืžื—ืฉื‘ื•ืช ื”ืกืคืฆื™ืคื™ื•ืช ืฉืœื™? ื–ื• ืฉืืœื” ื ืคื•ืฆื”, ื•ื”ืชืฉื•ื‘ื” ื”ืงืฆืจื” ื”ื™ื ืœื. ื˜ื›ื ื•ืœื•ื’ื™ื™ืช EEG ืื™ื ื” ืžืกื•ื’ืœืช ืœืคืจืฉ ืืช ื”ืชื•ื›ืŸ ืฉืœ ื”ืžื—ืฉื‘ื•ืช ืฉืœื›ื, ื›ืžื• ืžื” ืืชื ืžืชื›ื ื ื™ื ืœืื›ื•ืœ ืœืืจื•ื—ืช ืขืจื‘ ืื• ื–ื™ื›ืจื•ืŸ ืžืกื•ื™ื. ื‘ืžืงื•ื ื–ืืช, ื”ื™ื ืžื•ื“ื“ืช ื“ืคื•ืกื™ื ืจื—ื‘ื™ื ืฉืœ ืคืขื™ืœื•ืช ืขืฆื‘ื™ืช. ื”ื™ื ื™ื›ื•ืœื” ืœื•ืžืจ ืœื ื• ืขืœ ื”ืžืฆื‘ ื”ืงื•ื’ื ื™ื˜ื™ื‘ื™ ืฉืœื›ื, ืœืžืฉืœ ืื ืืชื ืžืžื•ืงื“ื™ื, ืจื’ื•ืขื™ื ืื• ื ืจื’ืฉื™ื, ื‘ืืžืฆืขื•ืช ื–ื™ื”ื•ื™ ื”ืงืฆื‘ ื•ื”ืขื•ืฆืžื” ืฉืœ ื’ืœื™ ื”ืžื•ื— ืฉืœื›ื. ื—ืฉื‘ื• ืขืœ ื›ืš ื›ื”ื‘ื ืช ืžืฆื‘ ื”ืจื•ื— ื”ื›ืœืœื™ ืฉืœ ื—ื“ืจ ื‘ืœื™ ืœืฉืžื•ืข ืืช ื”ืฉื™ื—ื•ืช ื”ืื™ืฉื™ื•ืช.

ืžื” ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘ (BCI) ืœื‘ื™ืŸ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืื—ืจื•ืช? ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ื”ื™ื ืžื•ื ื—-ืขืœ ืจื—ื‘ ืœื›ืœ ื›ืœื™ ืฉืžืงื™ื™ื ืื™ื ื˜ืจืืงืฆื™ื” ืขื ืžืขืจื›ืช ื”ืขืฆื‘ื™ื. ืžืžืฉืง ืžื•ื—-ืžื—ืฉื‘, ืื• BCI, ื”ื•ื ื™ื™ืฉื•ื ืกืคืฆื™ืคื™ ื‘ืชื•ืš ื”ืชื—ื•ื ื”ื–ื”. ื”ืžื˜ืจื” ื”ืขื™ืงืจื™ืช ืฉืœื• ื”ื™ื ืœื™ืฆื•ืจ ืงื™ืฉื•ืจ ืชืงืฉื•ืจืช ื™ืฉื™ืจ ืฉืžืืคืฉืจ ืœื›ื ืœืฉืœื•ื˜ ื‘ืžื›ืฉื™ืจ ื—ื™ืฆื•ื ื™, ื›ืžื• ืžื—ืฉื‘ ืื• ืชื•ื›ื ื”, ื‘ืืžืฆืขื•ืช ื”ืคืขื™ืœื•ืช ื”ืžื•ื—ื™ืช ืฉืœื›ื. ืกื•ื’ื™ื ืื—ืจื™ื ืฉืœ ื ื•ื™ืจื•ื˜ื›ื ื•ืœื•ื’ื™ื” ืขืฉื•ื™ื™ื ืœื”ืชืžืงื“ ื‘ืžื˜ืจื•ืช ืฉื•ื ื•ืช, ื›ืžื• ื ื•ื™ืจื•ืกื˜ื™ืžื•ืœืฆื™ื”, ืฉืฉื•ืœื—ืช ืื•ืชื•ืช ืœืžื•ื—, ืื• ื ื•ื™ืจื•-ื”ื“ืžื™ื”, ืฉื ื•ืขื“ื” ืจืง ืœืฆืคื™ื™ื” ื‘ืชืคืงื•ื“ ื”ืžื•ื—.

ื”ืื ืื ื™ ืฆืจื™ืš ืœื”ื™ื•ืช ืžื“ืขืŸ ืžื•ื— ื›ื“ื™ ืœื”ืฉืชืžืฉ ื‘ื›ืœื™ื ื”ืืœื”? ื‘ื›ืœืœ ืœื. ืœืžืจื•ืช ืฉื”ื›ืœื™ื ืฉืœื ื• ืžืกืคื™ืง ื—ื–ืงื™ื ืœืžื—ืงืจ ืืงื“ืžื™ ืจืฆื™ื ื™, ืชื›ื ื ื• ืื•ืชื ื›ืš ืฉื™ื”ื™ื• ื ื’ื™ืฉื™ื ืœืื ืฉื™ื ืžื›ืœ ื”ืจืงืขื™ื. ืชื•ื›ื ื•ืช ื›ืžื• Emotiv Studio ืžืชืจื’ืžื•ืช ื ืชื•ื ื™ ืžื•ื— ืžื•ืจื›ื‘ื™ื ืœืžื“ื“ื™ื ื‘ืจื•ืจื™ื, ื›ืžื• ืžืขื•ืจื‘ื•ืช ืื• ืœื—ืฅ, ืฉืงืœ ืœื”ื‘ื™ืŸ ื•ืœืคืขื•ืœ ืœืคื™ื”ื. ื‘ื™ืŸ ืื ืืชื ืžืคืชื—ื™ื, ื—ื•ืงืจื™ ืžื•ืฆืจ ืื• ืคืฉื•ื˜ ืกืงืจื ื™ื ืœื’ื‘ื™ ื”ืžื•ื— ืฉืœื›ื, ืื™ืŸ ืฆื•ืจืš ื‘ื“ื•ืงื˜ื•ืจื˜ ื›ื“ื™ ืœื”ืชื—ื™ืœ ื•ืœืžืฆื•ื ืชื•ื‘ื ื•ืช ื‘ืขืœื•ืช ืขืจืš.

ืžื” ืงื•ืจื” ืœื ืชื•ื ื™ ื”ืžื•ื— ืฉืœื™ ืื—ืจื™ ืฉื”ื ื ืืกืคื™ื? ื”ื ืชื•ื ื™ื ื”ืขืฆื‘ื™ื™ื ืฉืœื›ื ืื™ืฉื™ื™ื ืœื”ืคืœื™ื, ื•ื”ื”ื’ื ื” ืขืœื™ื”ื ื”ื™ื ืขื“ื™ืคื•ืช ืขืœื™ื•ื ื”. ื”ืกื˜ื ื“ืจื˜ ื”ืืชื™ ื‘ืชื—ื•ื ื”ื–ื”, ืฉืื ื• ืžืงืคื™ื“ื™ื ืขืœื™ื• ื‘ืงืคื“ื ื•ืช, ื”ื•ื ืฉืืชื ื”ื‘ืขืœื™ื ืฉืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื. ื”ื ืฆืจื™ื›ื™ื ืชืžื™ื“ ืœื”ื™ืืกืฃ ื‘ื”ืกื›ืžื” ืžืœืื” ื•ืžื“ืขืช ืฉืœื›ื, ืœื”ื™ืฉืžืจ ื‘ืื•ืคืŸ ืžืื•ื‘ื˜ื—, ื•ืœืขื•ืœื ืœื ืœื”ื™ื•ืช ืžืฉื•ืชืคื™ื ืื• ื‘ืฉื™ืžื•ืฉ ืœืœื ืจืฉื•ืชื›ื ื”ืžืคื•ืจืฉืช. ื”ืžื˜ืจื” ื”ื™ื ืœื”ืขื ื™ืง ืœื›ื ื›ื•ื— ื‘ืืžืฆืขื•ืช ืžื™ื“ืข ืขืœ ื”ืžื•ื— ืฉืœื›ื, ื•ื–ื” ืžืชื—ื™ืœ ื‘ื›ืš ืฉืชืžื™ื“ ืชื™ืฉืืจื• ื‘ืฉืœื™ื˜ื” ืขืœ ื”ื ืชื•ื ื™ื ืฉืœื›ื.