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

: Sajda, P.; Gerson, A.; Müller, K.-R.; Blankertz, B.; Parra, L.


IEEE Transactions on Neural Systems and Rehabilitation Engineering 11 (2003), No.2, pp.184-185
ISSN: 1534-4320
ISSN: 1063-6528
Journal Article
Fraunhofer FIRST ()

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.