Space-time ICA and EM brain signals


Davies, Mike E., James, Christopher C. and Wang, Suogang, (2007) Space-time ICA and EM brain signals Davies, Mike E., James, Christopher C., Abdallah, Samer A. and Plumbley, Mark D. (eds.) In Independent Component Analysis and Signal Separation: 7th International Conference, ICA 2007, London, UK, September 9-12, 2007, Proceedings. Springer., pp. 577-584. (doi:10.1007/978-3-540-74494-8_72).

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Description/Abstract

Recently Single Channel ICA has been proposed where it can be shown that the algorithms learn temporal filters for separating the different components. Here we consider the natural extension to learning a set of space-time separating filters. We argue that these are capable of separation above and beyond that possible using only spatial or temporal methods alone. We then consider the potential of these ideas when applied to Ictal Electroencephalographic (EEG) data and Brain Computer Interaction (BCI).

Item Type: Conference or Workshop Item (Paper)
Digital Object Identifier (DOI): doi:10.1007/978-3-540-74494-8_72
ISBNs: 3540744932 (print)
9783540744931 (print)
Venue - Dates: 7th International Conference on Independent Component Analysis and Signal Separation (ICA), 2007-09-09 - 2007-09-12
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ePrint ID: 50456
Date :
Date Event
2007Published
Date Deposited: 26 Feb 2008
Last Modified: 16 Apr 2017 18:11
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/50456

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