14 April 2017 Mathematical approach to recover EEG brain signals with artifacts by means of Gram-Schmidt transform
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Proceedings Volume 10337, Saratov Fall Meeting 2016: Laser Physics and Photonics XVII; and Computational Biophysics and Analysis of Biomedical Data III; 103370Y (2017) https://doi.org/10.1117/12.2267828
Event: Saratov Fall Meeting 2016: Fourth International Symposium on Optics and Biophotonics, 2016, Saratov, Russian Federation
Abstract
A novel method for removing oculomotor artifacts on electroencephalographical signals is proposed and based on the orthogonal Gram-Schmidt transform using electrooculography data. The method has shown high efficiency removal of artifacts caused by spontaneous movements of the eyeballs (about 95-97% correct remote oculomotor artifacts). This method may be recommended for multi-channel electroencephalography data processing in an automatic on-line in a variety of psycho-physiological experiments.
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A. E. Runnova, A. E. Runnova, M. O. Zhuravlev, M. O. Zhuravlev, A. A. Koronovskiy, A. A. Koronovskiy, A. E. Hramov, A. E. Hramov, } "Mathematical approach to recover EEG brain signals with artifacts by means of Gram-Schmidt transform", Proc. SPIE 10337, Saratov Fall Meeting 2016: Laser Physics and Photonics XVII; and Computational Biophysics and Analysis of Biomedical Data III, 103370Y (14 April 2017); doi: 10.1117/12.2267828; https://doi.org/10.1117/12.2267828
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