EEG-Based Emotion Recognition of Deaf Subjects by Integrated Genetic Firefly Algorithm

In recent years, many researchers have explored different methods to obtain discriminative features for electroencephalogram-based (EEG-based) emotion recognition, but a few studies have been investigated on deaf subjects. In this study, we have established a deaf EEG emotion dataset, which contains...

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Veröffentlicht in:	IEEE transactions on instrumentation and measurement Jg. 70; S. 1 - 11
Hauptverfasser:	Tian, Zekun, Li, Dahua, Song, Yu, Gao, Qiang, Kang, Qiaoju, Yang, Yi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Brain modeling Classification Classification algorithms Deaf subjects Dynamical systems electroencephalogram (EEG) Electroencephalography Emotion recognition Emotions Entropy Feature extraction firefly algorithm (FA) genetic algorithm Heuristic methods Lobes Multiple objective analysis Nonlinear dynamics Protocols Reduction Subgroups
ISSN:	0018-9456, 1557-9662
Online-Zugang:	Volltext
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