There are 4 main files:
- GUI_MMN_ver3.py
- datasets_2_MMN.py
- initialization.py and
- ANN_MMN.py.
Run: python GUI_MMN_ver3.py
YT: https://www.youtube.com/watch?v=ARXPPh2w2VY
Paper: http://www.cs.cmu.edu/~tanja/BCI/BCIreview.pdf
Strategy to control the robot for motor-imagery-based system, I imagined that I was moving my arms to control different movements of the robot.
The features were the power of the alpha/mu and beta (because this is the BCI system based on sensorimotor cortex).
TODO:
- Save trained NN
- Acquire: pre-task -- task -- post-task
Requirement:
- python=3.4
- scipy
- matplotlib
- PyQt4
- pyserial