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EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image · Study

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ArticleEEG emotion recognition using EEG-SWTNS neural network through EEG spectral image

Mengpu Cai2024

Article2024

EEG emotion recognition using EEG-SWTNS neural network through EEG spectral image

Mengpu Cai · Junxiang Chen · Chengcheng Hua · Guilin Wen · Rongrong Fu

63 citations·0/0 files stored·Information Sciences

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Face and Expression Recognition

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References

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 2013Differential entropy feature for EEG-based emotion classification 2014Feature Extraction and Selection for Emotion Recognition from EEG 2020EEG-Based Emotion Recognition Using Regularized Graph Neural Networks 2018Survey on Emotional Body Gesture Recognition 2020EEG emotion recognition using fusion model of graph convolutional neural networks and LSTM

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Details

Year2024

Typearticle

Published2024-07-15

VenueInformation Sciences

ISSN-L0020-0255

Languageen

Citations63

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.ins.2024.121198

openalex_workW4400645501

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