DocumentCode
1572810
Title
Online Infomax Algorithm and its Application to Remove EEG Artifacts
Author
Wu, Xiaopei ; Ye, Zhongfu
Author_Institution
Sch. of Inf. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei
fYear
2006
Firstpage
4203
Lastpage
4207
Abstract
An online infomax algorithm is proposed in this paper. The performances and properties of this online algorithm is investigated in detail. To the problem of the artifacts removal in real life EEG signal, both the online-and batch infomax algorithm are applied and compared. The experiment results show that the online infomax algorithm proposed in this paper has the good performance both in artifacts removal and convergence in time-varying mixing system
Keywords
electroencephalography; medical signal processing; EEG; artifacts removal; batch infomax algorithm; online infomax algorithm; time-varying mixing system; Biology computing; Biomedical engineering; Biomedical signal processing; Electrocardiography; Electroencephalography; Equations; Gaussian processes; Independent component analysis; Signal processing algorithms; World Wide Web;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location
Shanghai
Print_ISBN
0-7803-8741-4
Type
conf
DOI
10.1109/IEMBS.2005.1615391
Filename
1615391
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