A Dual-Adversarial Model for Cross-Time and Cross-Subject Cognitive Workload Decoding - Shao, Yang; Zhou, Yueying; Gong, Peiliang; Sun, Qianru; Zhang, Daoqiang (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Adaptation; Adaptation models; adversarial learning; Algorithms; Alignment; Brain modeling; Brain-Computer Interfaces; Classification; Classifiers; Cognition - physiology; Cognitive workload decoding; cross-subject; cross-time; Datasets; Decoding; Domains; EEG; electroencephalogram (EEG); Electroencephalography; Feature extraction; Humans; joint domain adaptation; Machine learning; Reproducibility of Results; Task analysis; Workload; Workloads