Corticomuscular Activity Modeling by Combining Partial Least Squares and Canonical Correlation Analysis
Figure 6
The two components from the proposed PLS + CCA method when using the EEG correlation features and the EMG amplitude features as data sets. Top panel: temporal patterns of the EEG (blue, solid) and the EMG (red, dashed). The oscillation of the target bar is also shown (black, solid). Bottom panel: EEG spatial patterns of normal subjects (left) and PD subjects (right). The connections reflect the respective spatial patterns in the two groups. CC means correlation coefficient.