A Novel Conditional Adversarial Domain Adaptation Network for EEG Cross-Subject Emotion Recognition

He Huang; Xiaopeng Si; Yumeng Han; Dong Ming

doi:10.1109/taffc.2025.3588873

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A Novel Conditional Adversarial Domain Adaptation Network for EEG Cross-Subject Emotion Recognition

He Huang Xiaopeng Si Yumeng Han Dong Ming

Year: 2025 Journal: IEEE Transactions on Affective Computing Vol: 16 (4)Pages: 2905-2917 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/taffc.2025.3588873

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Keywords:

Adversarial system Electroencephalography Computer science Artificial intelligence Domain (mathematical analysis) Subject (documents) Domain adaptation Adaptation (eye) Emotion recognition Emotion classification Speech recognition Psychology Pattern recognition (psychology) Cognitive psychology Mathematics Neuroscience

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EEG and Brain-Computer Interfaces

Life Sciences → Neuroscience → Cognitive Neuroscience

Emotion and Mood Recognition

Social Sciences → Psychology → Experimental and Cognitive Psychology

A Novel Conditional Adversarial Domain Adaptation Network for EEG Cross-Subject Emotion Recognition

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