Nupic.eeg

Using Numenta's Hierachical Temporal Memory algorithm to classify EEG data

NB: EEG is the recording of electrical activity along the scalp - in other words, brainwaves :-)

Motor Imagery Classification (NuPIC Fall 2014 Hackathon)

• motor_imagery contains the code for EEG motor imagery classification.
• EGG data was recorded around the motor cortex.
• The signals were recorded with a 8 channels EEG and OpenBCI board.
• There are 3 phases: no movement, left hand, right hand.
• The sampling rate is 4 ms.
• This classifier was made at the Numenta Hackathon (NuPIC Fall 2014 Hackathon) where I gave a little demo.
• See demo slides and video.