Аннотация:A priori information about approximate spatiotemporal location of the N1 and P300 waves was applied in the context of the P300 BCI framework for constructing spatial filters using the Common Spatial Pattern (CSP) technique. Preliminary results of testing the CSP preprocessing in combination with Fisher Linear Discriminant (FLD) and Support Vector Machines with linear, sigmoid and RBF kernels are presented