An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions

Emotions are caused by a human brain reaction to objective events. The purpose of this study is to investigate emotion identification by machine learning using electroencephalography (EEG) data. Current research in EEG-based emotion recognition faces significant challenges due to the high-dimensiona...

Descrición completa

Detalles Bibliográficos

Principais autores:	Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Ben Yahia
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2025-01-01
Series:	IEEE Access
Assuntos:	EEG signal emotion recognition auto-encoder LSTM CNN
Acceso en liña:	https://ieeexplore.ieee.org/document/10824765/
Tags:	Engadir etiqueta Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!