PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Machine Learning Techniques for Brain-Computer Interfaces
Klaus-Robert Müller, Matthias Krauledat, Guido Dornhege, Gabriel Curio and Benjamin Blankertz
Biomedical Engineering (Biomedizinische Technik) Volume 49, Number Suppl 1, pp. 11-22, 2004. ISSN 0939-4990

Abstract

This review discusses machine learning methods and their application to Brain-Computer Interfacing. A particular focus is placed on feature selection. We also point out common flaws when validating machine learning methods in the context of BCI. Finally we provide a brief overview on the Berlin-Brain Computer Interface (BBCI).

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Brain Computer Interfaces
ID Code:416
Deposited By:Benjamin Blankertz
Deposited On:19 December 2004