Original title: Source localization for EEG patterns relevant to motor imagery BCI control
Authors: Bobrov, P. ; Frolov, A. ; Húsek, Dušan ; Tintěra, J.
Document type: Papers
Conference/Event: WOFEX 2013. Annual workshop /11./, Ostrava (CZ), 2013-09-10 / 2013-09-11
Year: 2013
Language: eng
Abstract: This work concerns spatial localization of sources of EEG patterns the most specific for control of the motor imagery based BCI. In our previous work we have shown that performance of Bayesian BCI classifier can be drastically improved by extraction of the most relevant independent components of the EEG signal. This paper presents the results of spatial localization of electrical brain activity sources which activity is reflected by the extracted components. The localization was performed by solving the inverse problem in EEG source localization, using individual finite-element head models. The sources were located in central sulcus (Brodmann area 3a), in the superior regions of post- and precentral gyri, and supplementary motor cortex.
Keywords: brain activity location; brain computer interface; independent component analysis; inverse EEG problem; signal classification
Project no.: ED1.1.00/02.0070, EE.2.3.20.0073
Funding provider: GA MŠk, GA MŠk
Host item entry: WOFEX 2013, ISBN 978-80-248-3073-5

Institution: Institute of Computer Science AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0226013

Permalink: http://www.nusl.cz/ntk/nusl-161483


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Research > Institutes ASCR > Institute of Computer Science
Conference materials > Papers