Cross-subject EEG signals-based emotion recognition using contrastive learning

Cross-subject EEG signals-based emotion recognition using contrastive learning

Abstract Electroencephalography (EEG) signals based emotion brain computer interface (BCI) is a significant field in the domain of affective computing where EEG signals are the cause of reliable and objective applications. Despite these advancements, significant challenges persist, including individ...

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Bibliographic Details
Main Authors: Ahmed Mohammed Alghamdi, M. Usman Ashraf, Adel A. Bahaddad, Khalid Ali Almarhabi, Waleed A. Al Shehri, Amil Daraz
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Ensemble learning
CNN
Deep learning
Artificial Intelligence
Online Access:https://doi.org/10.1038/s41598-025-13289-5
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https://doi.org/10.1038/s41598-025-13289-5

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