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Spatio-Temporal Representation of an Electoencephalogram for Emotion Recognition Using a Three-Dimensional Convolutional Neural Network

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
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2013Differential entropy feature for EEG-based emotion classification1,215 cited
2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
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2016Facial Emotion Recognition Based on Biorthogonal Wavelet Entropy, Fuzzy Support Vector Machine, and Stratified Cross Validation279 cited
2019SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG269 cited
2018Data Augmentation for EEG-Based Emotion Recognition with Deep Convolutional Neural Networks256 cited
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2018

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EEG-Based Emotion Recognition using 3D Convolutional Neural Networks

251 cited

2019Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks249 cited

2018Electroencephalography Based Fusion Two-Dimensional (2D)-Convolution Neural Networks (CNN) Model for Emotion Recognition System206 cited

Cited by

2021Emotion Recognition Based on EEG Using Generative Adversarial Nets and Convolutional Neural Network55 cited
2023Emotion Recognition from Spatio-Temporal Representation of EEG Signals via 3D-CNN with Ensemble Learning Techniques55 cited
2021A Comparative Study of Window Size and Channel Arrangement on EEG-Emotion Recognition Using Deep CNN52 cited
2021Calibration free meta learning based approach for subject independent EEG emotion recognition47 cited