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College of Computer Science and Technology, Zhejiang University, Hangzhou, China
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SSCDL achieves unprecedented decoding performance by disentangling motor signals, significantly improving robustness against neural drift in Brain-Machine Interfaces.
UnSPC is the first framework to cyclically integrate domain adaptation and generalization with pseudo-labeling, significantly enhancing the stability of long-term brain-machine interfaces.