Algorithm 2 Regression-based denoising of EEG signals

Input: EEG signal X, artifact signal Y

Output: Clean EEG signal Z

function Regression ($X,Y$)

Calculate regression coefficients between X and Y

Remove artifact from EEG signal

return Clean EEG signal Z

end function