remove_eog_artifact_from_eeg
- remove_artifact_with_last_square_between_two_signals_example()[source]
Example of removeing an artifact from a signal using the last square method:
- Context:
EEG signal can be conain artifact because of the eyes movement (EOG signal).
- Goal:
Remove the eye movement artifact
- Method:
Use the last square template matching to remove the EOG artifact.
last square template matching:
\[\beta = (X^TX)^{-1}X^Ty\]\[res = y - X\beta\]
color map of the EOG, EEG, and residual signal:
