High performance p300 speller for brain-computer interface

Cuntai Guan, M. Thulasidas, Jiankang Wu
IEEE International Workshop on Biomedical Circuits and Systems, 2004.  
P300 speller is a communication tool with which one can input texts or commands to a computer by thought. The amplitude of the P300 evoked potential is inversely proportional to the probability of infrequent or task-related stimulus. In existing P300 spellers, rows and columns of a matrix are intensified successively and randomly, resulting in a stimulus frequency of 1/N (N is the number of rows or columns of the matrix). We propose a new paradigm to display each single character randomly and
more » ... dividually (therefore reducing the stimulus frequency to 1/(N*N)). On-line experiments showed that this new speller significantly improved the performance. Specifically, the new speller can reduce character classification error rate by up to 80% or double the information transfer rate compared to the existing P300 spellers. S3.5.INV-13 BioCAS2004
doi:10.1109/biocas.2004.1454155 fatcat:du5r4ui5kfda5onr7qjec3436e