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Classification and feature extraction strategies for multi channel multi trial BCI data

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Title: Classification and feature extraction strategies for multi channel multi trial BCI data
Authors: Singh, H
Li, XQ
Hines, E
Stocks, N
Item Type: Journal Article
Abstract: The techniques involved in the development of the brain computer interfaces require the validation of results on data recorded from a number of channels for a number of repetitions. But the sheer volume of data in this case calls for a simpler approach and the necessary skill to handle the data. The paper discusses the various techniques such as common spatial patterns (CSP) and evaluates the performance of these techniques in the light of BCI goals.
Issue Date: 4-Dec-2007
Date of Acceptance: 4-Dec-2007
URI: http://hdl.handle.net/10044/1/53682
ISSN: 1456-7865
Publisher: International Society for Bioelectromagnetism
Start Page: 233
End Page: 236
Journal / Book Title: International journal of bioelectromagnetism
Volume: 9
Issue: 4
Copyright Statement: © International Society for Bioelectromagnetism
Keywords: 0903 Biomedical Engineering
0906 Electrical And Electronic Engineering
Publication Status: Published
Appears in Collections:Department of Surgery and Cancer