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26 April 2018 Brain states recognition during visual perception by means of artificial neural network in the different EEG frequency ranges
V. Yu. Musatov, A. E. Runnova, A. V. Andreev, M. O. Zhuravlev
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Proceedings Volume 10717, Saratov Fall Meeting 2017: Laser Physics and Photonics XVIII; and Computational Biophysics and Analysis of Biomedical Data IV; 107171O (2018) https://doi.org/10.1117/12.2314829
Event: Saratov Fall Meeting 2017, 2017, Saratov, Russian Federation
Abstract
In the present paper, the possibility of classification by artificial neural networks of a certain architecture of ambiguous images is investigated using the example of the Necker cube from the experimentally obtained EEG recording data of several operators. The possibilities of artificial neural network classification of ambiguous images are investigated in the different frequency ranges of EEG recording signals.
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V. Yu. Musatov, A. E. Runnova, A. V. Andreev, and M. O. Zhuravlev "Brain states recognition during visual perception by means of artificial neural network in the different EEG frequency ranges ", Proc. SPIE 10717, Saratov Fall Meeting 2017: Laser Physics and Photonics XVIII; and Computational Biophysics and Analysis of Biomedical Data IV, 107171O (26 April 2018); https://doi.org/10.1117/12.2314829
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KEYWORDS
Electroencephalography
Brain
Artificial neural networks
Visualization
Image classification
Neural networks
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