Automatical system for estimation of individual EEG characteristics based on recurrent analysis
E.P. Emelyanova1, A.O. Selskii1,2, M. Popova1,2, A.E. Runnova1,2
1Saratov State University, Saratov, Russia
2Saratov State Medical University, Saratov, Russia
Abstract
An important task of the brain EEG arising in the process of data processing is to isolate the individual characteristics of the subjects. This task is especially important in setting up and operating the BCI. In this article, we propose a method based on joint recurrent analysis, which makes it possible to distinguish individual characteristics of people from EEG records. This method relies on parsing records during repeating events. In this case, the joint recurrent analysis is applied to the pairs of responses to this event.
Speaker
Elizaveta Emelyanova
Saratov State University, Saratov, Russia
Russia, Saratov
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