BCI

• matlab - matlab codes
• python - python codes
• reference - papers

1. matlab

• acsp.mat - apply ACSP for robot arm data(5-class)
• competition.mat - apply ACSP for competition data(BCI Competition IV 2a)

2. python

• ACSP.py - classifier for acsp features of 'robot arm data'
• ACSP_comp.py - classifier for acsp features of 'competition data'(on the paper)
• CSP.py - classifier for CSP features of 'robot arm data'
• gdf2mat.py - convert .gdf file to .mat file(BCI Competition IV 2a) --> for ACSP
• gdf2npy.py - convert .gdf file to .npy file(BCI Competition IV 2b) --> for STFT
• model.py - classifier for STFT features of 'competition data'(on the paper)

3. reference

• ACSP.pdf - paper on ACSP
• CSP.pdf - paper on CSP
• STFT.pdf - paper on STFT

4. seminar

• BCI Comparative Analysis with multiple EEG domains.pdf - 발표 자료