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Multimodal Emotion Recognition from Eye Image, Eye Movement and EEG Using Deep Neural Networks

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References

2015Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks2,616 cited
2013Differential entropy feature for EEG-based emotion classification1,215 cited
2011EEG-based emotion recognition during watching movies375 cited
2016Emotion Recognition Using Multimodal Deep Learning301 cited
2014Multimodal emotion recognition using EEG and eye tracking data230 cited
2015Combining eye movements and EEG to enhance emotion recognition185 cited
2019Eyemotion: Classifying Facial Expressions in VR Using Eye-Tracking Cameras150 cited
2019Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time80 cited

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2022Emerging Wearable Biosensor Technologies for Stress Monitoring and Their Real-World Applications50 cited
2022An Emotion Recognition Method Based on Eye Movement and Audiovisual Features in MOOC Learning Environment47 cited
2024MTNet: Multimodal transformer network for mild depression detection through fusion of EEG and eye tracking

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47 cited

2021MEERNet: Multi-source EEG-based Emotion Recognition Network for Generalization Across Subjects and Sessions40 cited