Probabilistic Common Spatial Patterns for Multichannel EEG Analysis

Common spatial patterns (CSP) is a well-known spatial filtering algorithm for multichannel electroencephalogram (EEG) analysis. In this paper, we cast the CSP algorithm in a probabilistic modeling setting. Specifically, probabilistic CSP (P-CSP) is proposed as a generic EEG spatio-temporal modeling...

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Bibliographic Details
Main Authors: Wu, Wei (Author), Chen, Zhe (Author), Gao, Xiaorong (Author), Li, Yuanqing (Author), Brown, Emery N. (Contributor), Gao, Shangkai (Author)
Other Authors: Harvard University- (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE), 2016-04-29T20:41:57Z.
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