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EEG-Based Emotion Recognition using 3D Convolutional Neural Networks

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References

2011DEAP: A Database for Emotion Analysis ;Using Physiological Signals5,082 cited
2008Emotion recognition based on physiological changes in music listening1,085 cited
2017Emotion Recognition based on EEG using LSTM Recurrent Neural Network653 cited
2018Spatial–Temporal Recurrent Neural Network for Emotion Recognition595 cited
2015Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers506 cited
2016Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network307 cited

Cited by

2019Accurate EEG-Based Emotion Recognition on Combined Features Using Deep Convolutional Neural Networks249 cited
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2019A Hierarchical Bidirectional GRU Model With Attention for EEG-Based Emotion Classification196 cited
2019A Multi-Column CNN Model for Emotion Recognition from EEG Signals177 cited
2021Differences first in asymmetric brain: A bi-hemisphere discrepancy convolutional neural network for EEG emotion recognition163 cited
2022GANSER: A Self-Supervised Data Augmentation Framework for EEG-Based Emotion Recognition154 cited
2022Deep Learning-Based Approach for Emotion Recognition Using Electroencephalography (EEG) Signals Using Bi-Directional Long Short-Term Memory (Bi-LSTM)142 cited

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2021Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals141 cited

2023Deep learning-based EEG emotion recognition: Current trends and future perspectives138 cited

2020Emotion recognition from EEG signals using empirical mode decomposition and second-order difference plot130 cited

2020A 3D-convolutional neural network framework with ensemble learning techniques for multi-modal emotion recognition117 cited

2019Emotion Classification Based on Biophysical Signals and Machine Learning Techniques112 cited

2021HetEmotionNet105 cited

2022Emotion Recognition from EEG Signals Using Recurrent Neural Networks104 cited

2021EEG-based Emotion Recognition with Feature Fusion Networks99 cited

2021Emotion recognition based on convolutional neural networks and heterogeneous bio-signal data sources92 cited