General signal processing and machine learning tools for BCI
Guido Dornhege, Matthias Krauledat, Klaus-Robert Müller and Benjamin Blankertz
In: Toward Brain-Computer Interfacing (2007) MIT Press , Cambridge, MA , pp. 207-234. ISBN 978-0-262-04244-4

Abstract

This chapter discusses signal processing and machine learning techniques and their application to brain-computer interfacing. A broader overview of the general signal processing and classification methods as used in single-trial EEG analysis is given. For more specialized algorithms, the reader is referred to the original publications. Furthermore, validation techniques and robustification are discussed briefly.

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