FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition - Qiu, Xihang; Qiu, Wanyong; Zhang, Ye; Qian, Kun; Li, Chun; Hu, Bin; Schuller, Bjorn W.; Yamamoto, Yoshiharu (IEEE journal of biomedical and health informatics, 2025)
Keywords: Adaptation models; Algorithms; Brain modeling; Chronic kidney disease; clustered knowledge distillation; Computational modeling; Convergence; data and model heterogeneity; Data models; distributed consensus; Electroencephalography - methods; Emotion recognition; Emotions - classification; Emotions - physiology; Federated Learning; Humans; Machine Learning; Medical services; Signal Processing, Computer-Assisted; Training