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Expose classifier output from Module 12. Predict brain states. #128

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korymath opened this issue Jan 20, 2020 · 1 comment
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Expose classifier output from Module 12. Predict brain states. #128

korymath opened this issue Jan 20, 2020 · 1 comment
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enhancement New feature or request

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@korymath
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Is your feature request related to a problem? Please describe.
It would be helpful to expose the classifier decision in a variety of ways and means so that the EEGEdu prediction backend could be used as a controller for other output tasks.

Describe the solution you'd like
add some sort of simple interface to collect short (1s?) measurements for user-defined states. The experimenter could add as many states as desired, and for each state, store as many EEG snippets as wanted. Then at test time let the user try to invoke one of those states (using a nearest neighbour classifier) and expose the output of the classifier as a MIDI message. This way the experimenter could try to train a brain-wave based musical instrument, in the spirit of Rebecca Fiebrink's work, or a controller.

Describe alternatives you've considered
Currently there is ability to predict brain states, but the output is limited to the visual playground. One potential interface-centric library for making such MIDI interaction straightforward would be MIDI.js

@korymath korymath added the enhancement New feature or request label Jan 20, 2020
@korymath korymath self-assigned this Jan 20, 2020
@kylemath
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addressed in #131

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