Data processing in brain-computer interface
Dong Liu, BUAA
The EEG recording system is based on g.USBamp-16 with LSL data acquisition. The code here is tested with python 2.7.10, 64 bit. Meanwhile, you can also rely on Matlab to accomplish all your analysis.
All the procedure:
- data acquisition
- preprocessing (spatial filter, spectral filter, epoching)
- feature selection
- classification
- statistics
Other parts: communication with external devices, e.g., humanoid robotics, exeskletions, wheelchair.