Online infomax algorithm and its application to remove EEG artifacts

Xiaopei Wu; Zhongfu Ye

doi:10.1109/IEMBS.2005.1615391

Online infomax algorithm and its application to remove EEG artifacts

Conf Proc IEEE Eng Med Biol Soc. 2005:2005:4203-7. doi: 10.1109/IEMBS.2005.1615391.

Authors

Xiaopei Wu¹, Zhongfu Ye

Affiliation

¹ school of Information Science and Technology, University of science and technology of China,hefei 230026, Anhui province, China.

PMID: 17281161
DOI: 10.1109/IEMBS.2005.1615391

Abstract

A 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.