Emotion Recognition From EEG Signal Focusing on Deep Learning and Shallow Learning Techniques

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Bibliographic Details
Published in:IEEE Access Vol. 9; pp. 94601 - 94624
Main Authors: Md. Rabiul Islam, Mohammad Ali Moni, Md. Milon Islam, Md. Rashed-Al-Mahfuz, Md. Saiful Islam, Md. Kamrul Hasan, Md. Sabir Hossain, Mohiuddin Ahmad, Shahadat Uddin, Akm Azad, Salem A. Alyami, Md. Atiqur Rahman Ahad, Pietro Lio
Format: Journal Article
Language:Japanese
Published: Institute of Electrical and Electronics Engineers (IEEE) 01.01.2021
Subjects:
Affective computing
Artificial intelligence
Brain-Computer Interfaces in Neuroscience and Medicine
Classifier (UML)
Cognitive Neuroscience
Computer hardware
Computer science
deep learning
Deep Learning for EEG
deep learning; electroencephalogram; Emotion; human-computer interaction; shallow learning
Economics
EEG Analysis
Electrical engineering. Electronics. Nuclear engineering
electroencephalogram
Emotion
Emotion Recognition
Emotion Recognition and Analysis in Multimodal Data
Experimental and Cognitive Psychology
Eye Tracking in Human-Computer Interaction
Feeling
FOS: Psychology
Head Gesture Recognition
Human–computer interaction
Interfacing
Life Sciences
Machine learning
Management
Neuroscience
Physical Sciences
Psychology
shallow learning
Social psychology
Social Sciences
Task (project management)
TK1-9971
ISSN:2169-3536
Online Access:Get full text
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ISSN:2169-3536
DOI:10.1109/access.2021.3091487