Attention-based 3D convolutional recurrent neural network model for multimodal emotion recognition

Attention-based 3D convolutional recurrent neural network model for multimodal emotion recognition

IntroductionMultimodal emotion recognition has become a hot topic in human-computer interaction and intelligent healthcare fields. However, combining information from different human different modalities for emotion computation is still challenging.MethodsIn this paper, we propose a three-dimensiona...

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Bibliographic Details
Main Authors: Yiming Du, Penghai Li, Longlong Cheng, Xuanwei Zhang, Mingji Li, Fengzhou Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Neuroscience
Subjects:
electroencephalogram (EEG)
emotion recognition
attention mechanism
convolutional neural network (CNN)
3D feature construction module
multimodal recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1330077/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1330077/full

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