Hamed Ahmadi

Robust Common Spatial Patterns Estimation Using Dynamic Time Warping to Improve BCI Systems

Common spatial patterns (CSP) is one of the most popular feature extraction algorithms for brain-computer interfaces (BCI). However, CSP is known to be very sensitive to artifacts and prone to overfitting. This paper proposes a novel dynamic time warping (DTW)-based approach to improve CSP covarianc…