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Ole Burmeister, Markus Reischl, Lutz Gröll, Ralf Mikut

Time-variant Classifiers to Control Brain Machine Interfaces and Neuroprostheses

Keywords: time-variant classifiers, time-variant problems, brain machine interface, neuroprostheses

This paper analyzes reasons for time-variant classification problems considering brain machine interfaces (i. e., interfaces to control devices by brain signals) as an example. Starting from a categorization for integrating time-variant information in classifiers, different concepts of time-variant classifiers are proposed and successfully applied using three benchmark datasets from the Brain Computer Interface Competition III (2005).

at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

Print ISSN: 0178-2312
Volume: 54, 11/2006
Pages: 537 - 545

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