Domain-adaptive emotion recognition based on horizontal vertical flow representation of EEG signals

Domain-adaptive emotion recognition based on horizontal vertical flow representation of EEG signals

With the development of cognitive science and brain science, brain-computer interface technology can use Electroencephalogram (EEG) signals to better represent the inner changes of emotions. In this paper, A video-induced emotional stimulation experimental paradigm was designed, and the EEG signals...

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Bibliographic Details
Main Authors: Bai, Z. (Author), Gao, Q. (Author), Li, Z. (Author), Mao, Z. (Author), Song, Y. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2023
Subjects:
Audition
Biomedical signal processing
Brain computer interface
Brain modeling
Deep learning
Domain adaptation
Domain feature
EEG signals
Electroencephalogram signals
Electroencephalography
Electrophysiology
Emotion recognition
Emotion Recognition
Feature extraction
Features extraction
Frequency domain analysis
Frequency-domain analysis
Interfaces (computer)
Motion pictures
Physiology
Spatial domains
Speech recognition
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