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BrainComputerInterfaces

BCI Devices for Messing around & Potentially Commercial R&D

BCI Guitar Pedal

Take principle components of EEG signal and use them to control an audio effect pedal.

Hardware

EEG from Columbia BCI Lab. Eventually use custom EEG/EMG headband C++ to run on commercial microprocessing units (Jetson, NXP i.MX RT1170)

Principle Component Analysis

Must be pseudo-realtime (sub-100us delay)... FastICA set up to run on C++ with conventional MPs Ideally will implement a model-based reinforcement-learning PC system for fine-tuning.

Effects Modulator

Currently planning simple overdrive & distortion pedal using conventional power circuits.

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