Diagnostics of the Brain Neural-Ensemble States Using MEG Records and Artificial Neural-Network Concepts

Diagnostics of the Brain Neural-Ensemble States Using MEG Records and Artificial Neural-Network Concepts

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.

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Veröffentlicht in:Technical physics letters 2018-05, Vol.44 (5), p.441-444
Hauptverfasser: Frolov, N. S., Pisarchik, A. N.
Format: Artikel
Sprache:eng
Schlagworte:
Brain
Classical and Continuum Physics
Neural networks
Physics
Physics and Astronomy
Visual perception
Visual stimuli
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Beschreibung
Zusammenfassung: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.
ISSN:1063-7850
1090-6533
DOI:10.1134/S1063785018050176