Suppression of overlearning in independent component analysis used for removal of muscular artifacts from electroencephalographic records

Author:

Sebek JanORCID,Bortel Radoslav,Sovka Pavel

Funder

Internal CTU Grant

Czech Ministry of Education, Youth and Sports

Publisher

Public Library of Science (PLoS)

Subject

Multidisciplinary

Reference28 articles.

1. Independent component analysis: algorithms and applications;A Hyvärinen;Neural networks,2000

2. Independent component approach to the analysis of EEG and MEG recordings;R Vigário;IEEE transactions on biomedical engineering,2000

3. Cheok NS, Raveendran P. Removal of EOG artifacts using ICA regression method. In: 4th Kuala Lumpur International Conference on Biomedical Engineering 2008. Springer; 2008. p. 226–229.

4. Enhanced automatic artifact detection based on independent component analysis and Renyi’s entropy;N Mammone;Neural networks,2008

5. Enhanced μ Rhythm Extraction Using Blind Source Separation and Wavelet Transform;SC Ng;IEEE Transactions on Biomedical Engineering,2009

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