Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps

Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps

The objective of this paper is to develop a novel emotion recognition system from electroencephalogram (EEG) signals using effective connectivity and deep learning methods. Emotion recognition is an important task for various applications such as human-computer interaction and, mental health diagnos...

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Bibliographic Details
Main Authors: Sara Bagherzadeh, Ahmad Shalbaf, Afshin Shoeibi, Mahboobeh Jafari, Ru-San Tan, U. Rajendra Acharya
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Effective connectivity
electroencephalography
emotion recognition
long short-term memory
transfer learning
Online Access:https://ieeexplore.ieee.org/document/10488403/

Internet

https://ieeexplore.ieee.org/document/10488403/

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