Emotion detection using electroencephalography signals and a zero-time windowing-based epoch estimation and relevant electrode identification

Abstract Recognizing emotions using biological brain signals requires accurate and efficient signal processing and feature extraction methods. Existing methods use several techniques to extract useful features from a fixed number of electroencephalography (EEG) channels. The primary objective of thi...

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Bibliographic Details
Main Authors: Sofien Gannouni, Arwa Aledaily, Kais Belwafi, Hatim Aboalsamh
Format: Article
Language:English
Published: Nature Portfolio 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-86345-5