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Record & Analyze your brain activity while playing Chess #195

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oreHGA opened this issue Jan 22, 2024 · 2 comments
Open
2 of 5 tasks

Record & Analyze your brain activity while playing Chess #195

oreHGA opened this issue Jan 22, 2024 · 2 comments

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@oreHGA
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oreHGA commented Jan 22, 2024

Pasting thread from discord:

On LiChess you can export moves & corresponding timestamps.

Screenshot 2024-01-22 at 3 44 52 AM
  • parse response from LiChess on game movements per participant
  • we can record brain activity while playing chess and split EEG bins per move
  • we can also embed LiChess in usefusion.app/playground and export the data after the game
  • give EEG analysis alongside chess moves - basic one will just be changes in brain power
  • utopia: both players recording EEG while playing chess on Fusion

We can do an open dataset curation based on the data from this and post on huggingface

@oreHGA
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oreHGA commented Jan 22, 2024

There's code we can leverage from here - https://github.com/lichess-org/api-demo

Can generate tokens manually from LiChess dashboard for testing - https://lichess.org/account/oauth/token/create

APi reference - https://lichess.org/api

@oreHGA oreHGA changed the title Host Chess game on NeuroFusion playground & provide EEG Analysis after a game Play Chess game on NeuroFusion playground & provide EEG Analysis after a game Jan 22, 2024
@oreHGA oreHGA changed the title Play Chess game on NeuroFusion playground & provide EEG Analysis after a game Play Chess on NeuroFusion playground & get EEG Analysis after a game Jan 22, 2024
@oreHGA oreHGA changed the title Play Chess on NeuroFusion playground & get EEG Analysis after a game Record & Analyze your brain activity while playing Chess Jan 22, 2024
@oreHGA oreHGA self-assigned this Jul 6, 2024
@oreHGA
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oreHGA commented Jul 6, 2024

We made some progress on this at Edge Esmeralda. I people play 3 chess games with simulataneous eeg recordings for both participants. From initial investigastions, I was able to see changes in relative theta power during the key points in the chess game - linking this cognitive workload.

Screenshot 2024-07-06 at 9 27 15 AM
Screenshot 2024-07-06 at 9 27 05 AM

Next steps here will be to:

  • observe changes across all participants
  • take a look a relative power across all frequency bands not just theta... then do a pairwise comparision e.g theta/alpha

@oreHGA oreHGA pinned this issue Jul 6, 2024
@oreHGA oreHGA unpinned this issue Oct 16, 2024
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