Linear Random Process Model-Based EEG Classification Using Machine Learning Techniques

Fryz, Mykhailo; Scherbak, Leonid; Mlynko, Bogdana; Mykhailovych, Taras

doi:10.55056/ceur-ws.org/vol-3468/short5.pdf

Public

Linear Random Process Model-Based EEG Classification Using Machine Learning Techniques

Published in CEUR Workshop Proceedings, Vol-3468: Proceedings of the 1st International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2023) • Aug 30, 2023

NobleIDNI4P957W343R400S096

Authors:

Mykhailo Fryz

,

Leonid Scherbak

,

Bogdana Mlynko

Abstract

The electroencephalogram (EEG) modelling and classification methods are very important in medical diagnostics and in creating complex information systems using brain-computer interface-based solutions for Industry 4.0. The mathematical model of the EEG signal has been presented in the paper in the f...

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