First and second principal components obtained in both EEG and ECoG data from ten pairs of finger movements in all subjects.

Each curve is the averaged 1^st or 2^nd principal component across 50 electrodes (figure 1(c)) from one pair of fingers in one subject. (a) EEG data (1–125 Hz). (b) ECoG data (1–200 Hz).