Constraint-Driven Causal Representation Learning for Vigilance Robust Estimation in Brain-Computer Interface.

Xuan Zhang Wang Zheng Zhigang Li Yi Yang 0017 Weijia Liu Hongxin Cai Junru Zhu Jingyu Liu 0002 Bin Hu 0001 Qunxi Dong Constraint-Driven Causal Representation Learning for Vigilance Robust Estimation in Brain-Computer Interface. 20328-20342 2025 December 36 IEEE Trans. Neural Networks Learn. Syst. 12 https://doi.org/10.1109/TNNLS.2025.3594434 db/journals/tnn/tnn36.html#ZhangZLYLCZLHD25 streams/journals/tnn