PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Machine learning and applications for brain-computer interfacing
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz
Human Interface, Part I, HCII 2007, Springer LNCS Volume 4557, pp. 705-714, 2007.


This paper discusses machine learning methods and their application to Brain-Computer Interfacing. A particular focus is placed on linear classification methods which can be applied in the BCI context. Finally, we provide an overview on the Berlin-Brain Computer Interface (BBCI).

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Brain Computer Interfaces
ID Code:3310
Deposited By:Benjamin Blankertz
Deposited On:07 February 2008