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A. E. Sulavkoа, PhD, Tech., Associate Professor, orcid.org/0000-0002-9029-8028, sulavich@mail.ru P. S. Lozhnikovа, Dr. Sc., Tech., Associate Professor, orcid.org/ 0000-0001-7878-1976 A. G. Chobanа, Student, orcid.org/0000-0003-1834-6651 D. G. Stadnikovа, Student, orcid.org/0000-0002-5405-2450 A. A. Nigreyb, Post-Graduate Student, orcid.org/0000-0002-8391-5374 D. P. Inivatovа, Student, orcid.org/0000-0001-9911-1218 aOmsk State Technical University, 11, Mira Pr., 644050, Omsk, Russian Federation bOmsk State Transport University, 35, Karl Marx Pr., 644046, Omsk, Russian Federation

Evaluation of EEG identification potential using statistical approach and convolutional neural networks