Diagnostics of the Brain Neural-Ensemble States Using MEG Records and Artificial Neural-Network Concepts
- Authors: Frolov N.S.1, Pisarchik A.N.1,2
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Affiliations:
- Yuri Gagarin State Technical University of Saratov
- Center for Biomedical Technology, Technical University of Madrid, Campus Montegancedo
- Issue: Vol 44, No 5 (2018)
- Pages: 441-444
- Section: Article
- URL: https://journals.rcsi.science/1063-7850/article/view/207660
- DOI: https://doi.org/10.1134/S1063785018050176
- ID: 207660
Cite item
Abstract
We propose a method for the diagnostics of human brain states using MEG records and an artificial neural-network apparatus. It is shown that this approach allows various states of the human brain to be classified in the case of making decisions related to the perception of visual stimuli.
About the authors
N. S. Frolov
Yuri Gagarin State Technical University of Saratov
Author for correspondence.
Email: phrolovns@gmail.com
Russian Federation, Saratov, 410054
A. N. Pisarchik
Yuri Gagarin State Technical University of Saratov; Center for Biomedical Technology, Technical University of Madrid, Campus Montegancedo
Email: phrolovns@gmail.com
Russian Federation, Saratov, 410054; Madrid