EEG Emotion Recognition based on Multi scale Self Attention Convolutional Networks

Chao, Hao and Yuan, Fang (2023) EEG Emotion Recognition based on Multi scale Self Attention Convolutional Networks. EAI Endorsed Transactions on e-Learning.

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Abstract

A multi-view self-attention module is proposed and paired with a multi-scale convolutional model to build
a multi-view self-attention convolutional network for multi-channel EEG emotion recognition. First, time
and frequency domain characteristics are extracted from multi-channel EEG signals, and

Item Type: Article
Date Deposited: 04 Mar 2026 18:16
Last Modified: 16 Apr 2026 22:05
URI: http://eprints.eai.eu/id/eprint/51822

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