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A spatiotemporal symmetrical transformer structure for EEG emotion recognition · Study

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ArticleA spatiotemporal symmetrical transformer structure for EEG emotion recognition

Wei Zheng2023

Article2023

A spatiotemporal symmetrical transformer structure for EEG emotion recognition

Wei Zheng · Bo Pan

51 citations·0/0 files stored·Biomedical Signal Processing and Control

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Gaze Tracking and Assistive Technology

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals 2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks 2017DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices 2017Emotion Recognition based on EEG using LSTM Recurrent Neural Network 2010Classification of human emotion from EEG using discrete wavelet transform 2018Emotion Recognition from Multi-Channel EEG through Parallel Convolutional Recurrent Neural Network 2006A real-time automated system for the recognition of human facial expressions 2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG

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Year2023

Typearticle

Published2023-09-26

VenueBiomedical Signal Processing and Control

ISSN-L1746-8094

Languageen

Citations51

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1016/j.bspc.2023.105487

openalex_workW4387112975

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