Emotion Recognition Model of EEG Signals Based on Double Attention Mechanism

Emotion Recognition Model of EEG Signals Based on Double Attention Mechanism

Background: Emotions play a crucial role in people’s lives, profoundly affecting their cognition, decision-making, and interpersonal communication. Emotion recognition based on brain signals has become a significant challenge in the fields of affective computing and human-computer interaction. Metho...

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Bibliographic Details
Main Authors: Yahong Ma, Zhentao Huang, Yuyao Yang, Shanwen Zhang, Qi Dong, Rongrong Wang, Liangliang Hu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Brain Sciences
Subjects:
brain-computer interface
brainwave signals
emotion recognition
convolutional neural network
bidirectional long short-term memory network
Online Access:https://www.mdpi.com/2076-3425/14/12/1289
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