Study of Machine Learning Techniques for EEG Eye State Detection

A comparison of different machine learning techniques for eye state identification through Electroencephalography (EEG) signals is presented in this paper. (1) Background: We extend our previous work by studying several techniques for the extraction of the features corresponding to the mental states...

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Bibliographic Details
Main Authors: Francisco Laport, Paula M. Castro, Adriana Dapena, Francisco J. Vazquez-Araujo, Daniel Iglesia
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Proceedings
Subjects:
Online Access:https://www.mdpi.com/2504-3900/54/1/53