Ahmed M. Azab

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…