Common spatial pattern (CSP) is one of the most successful feature extraction algorithms for brain–computer interfaces (BCIs). It aims to find spatial filters that maximize the projected variance ...

The effects of bias current, strength of inhibition and weight matrix on the speed of pattern recognition are analyzed carefully. Furthermore, the max-pooling operation is implemented numerically in ...