Harnessing Deep Learning for EEG Emotion Recognition: A Hybrid Approach with Attention Mechanisms

Emotion recognition from EEG signals has emerged as a pivotal area of research, driven by its transformative potential in healthcare, brain-computer interfaces, and affective computing systems. However, the intrinsic complexity, non-linearity, and susceptibility to noise in EEG data present signifi...

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Bibliografiske detaljer

Principais autores:	Ali H. Abdulwahhab, Alaa Hussein Abdulaal, Ali M. Jasim, Riyam Ali Yassin, Morteza Valizadeh, Ahmed Nidham Qasim, A. F. M. Shahen Shah, Mehdi Chehel Amirani
Format:	Artigo
Sprog:	Inglês
Udgivet:	Al-Iraqia University - College of Engineering 2025-10-01
Serier:	Al-Iraqia Journal for Scientific Engineering Research
Fag:	Active Appearance Models (AAMs), Convolutional Neural Networks (CNNs), Face recognition, Noise, Viola-Jones algorithm
Online adgang:	https://ijser.aliraqia.edu.iq/index.php/ijser/article/view/336
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