Brain-Machine Interface (BMI) code for the Final Year Master's Project at Imperial College London
- Recreate already existing decoders and record their performance for two different motor tasks: center-out (CO) and sequential reaching (SR) task
- Investgating the affects of additional premotor cortex (PMd) neural data for both tasks
- Analysing ensemble decoders that combine classification with regression
Preprocessing of neural data is done with PyalData library. For more information visit: https://github.com/mattperich/PyalData.
Building and testing different decoders is done in Neural_Decoding library environment. Additional details can be found: https://github.com/kordinglab/neural_decoding.