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cs.HC2025
Neuro-Informed Joint Learning Enhances Cognitive Workload Decoding in Portable BCIs
Xiaoxiao Yang, Chao Feng, Jiancheng Chen
Portable and wearable consumer-grade electroencephalography (EEG) devices, like Muse headbands, offer unprecedented mobility for daily brain-computer interface (BCI) applications,…
cs.HC2024★ 1 cited
Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification
Xiaoxiao Yang, Ziyu Jia
Motor imagery (MI) classification is key for brain-computer interfaces (BCIs). Until recent years, numerous models had been proposed, ranging from classical algorithms like Common…