Automatic Emotion Recognition From Multi-Band EEG Data Based on a Deep Learning Scheme With Effective Channel Attention

Automatic Emotion Recognition From Multi-Band EEG Data Based on a Deep Learning Scheme With Effective Channel Attention

Automatic emotion recognition using electroencephalogram (EEG) has obtained a wide range of attention in the domain of human-computer interaction (HCI) owing to the notable differences in brain activities in the event of different types of emotions. In this paper, a novel emotion recognition approac...

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Bibliographic Details
Main Authors: Oishy Saha, Md. Sultan Mahmud, Shaikh Anowarul Fattah, Mohammad Saquib
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Electroencephalogram (EEG)
brain-computer interface (BCI)
frequency bands
channel attention
deep learning
Online Access:https://ieeexplore.ieee.org/document/9963974/

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