Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings

Advances in signal processing and machine learning have expedited electroencephalogram (EEG)-based emotion recognition research, and numerous EEG signal features have been investigated to detect or characterize human emotions. However, most studies in this area have used relatively small monocentric...

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Bibliographic Details
Main Authors: Yuvaraj, Rajamanickam, Thagavel, Prasanth, Thomas, John, Fogarty, Jack, Ali, Farhan
Other Authors: Interdisciplinary Graduate School (IGS)
Format: Article
Language:English
Published: 2023
Subjects:
EEG
Online Access:https://hdl.handle.net/10356/169462
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Institution: Nanyang Technological University
Language: English