A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces

P. Sajda, A. Gerson, K.-R. Muller, B. Blankertz, L. Parra
2003 IEEE transactions on neural systems and rehabilitation engineering  
We present three datasets that were used to conduct an open competition for evaluating the performance of various machine learning algorithms used in brain-computer interfaces. The datasets were collected for tasks that included 1) detecting explicit left/right (L/R) button press, 2) predicting imagined L/R button press and 3) vertical cursor control. A total of ten entries were submitted to the competition, with winning results reported for two of the three datasets.
doi:10.1109/tnsre.2003.814453 pmid:12899269 fatcat:rzeveqwjuvgrbcxgcobrwpiiqu