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A novel transferability attention neural network model for EEG emotion recognition · Study

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ArticleA novel transferability attention neural network model for EEG emotion recognition

Yang Li2021

OA

Articlegreen2021

A novel transferability attention neural network model for EEG emotion recognition

Yang Li · Boxun Fu · Li Fu · Guangming Shi · Wenming Zheng

116 citations·0/0 files stored·Neurocomputing

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Muscle activation and electromyography studies

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References

1997Affective Computing 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2018EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks 2018EmotionMeter: A Multimodal Framework for Recognizing Human Emotions 2017Emotions Recognition Using EEG Signals: A Survey 2014Feature Extraction and Selection for Emotion Recognition from EEG 2010EEG-Based Emotion Recognition in Music Listening 2019EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations

Cited by

2023Self‐training maximum classifier discrepancy for EEG emotion recognition 2022EEG-Based Emotion Recognition With Emotion Localization via Hierarchical Self-Attention 2023Multi-view domain-adaptive representation learning for EEG-based emotion recognition 2023Hierarchical multimodal-fusion of physiological signals for emotion recognition with scenario adaption and contrastive alignment 2024GDDN: Graph Domain Disentanglement Network for Generalizable EEG Emotion Recognition

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2024EEG-based emotion recognition systems; comprehensive studyreview · 12 shared references 2021Cross-Subject EEG Emotion Recognition With Self-Organized Graph Neural Networkarticle · 10 shared references 2024Bridge Graph Attention Based Graph Convolution Network With Multi-Scale Transformer for EEG Emotion Recognitionarticle · 10 shared references 2022EEG-Based Subject-Independent Emotion Recognition Using Gated Recurrent Unit and Minimum Class Confusionarticle · 10 shared references 2024Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methodsreview · 10 shared references 2020A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognitionarticle · 9 shared references

Details

Year2021

Typearticle

Published2021-03-05

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations116

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.neucom.2021.02.048

openalex_workW3133817364

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2023Learning a robust unified domain adaptation framework for cross-subject EEG-based emotion recognition

2023Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition

2024Gusa: Graph-Based Unsupervised Subdomain Adaptation for Cross-Subject EEG Emotion Recognition