Author

Shuai Chang

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Open access Sep 2026

A pressure-based motion intention recognition strategy for phase-specific knee exoskeleton assistance during sit-to-stand

Background The sit-to-stand (STS) task is a fundamental functional movement requiring substantial lower-limb joint torque and coordinated neuromuscular control. The knee joint plays a dominant role in generating extensor torque during the body elevation phase. However, existing exoskeleton assistive strategies often la...

Feng Feng, Yang Yu, Kui Du et al. · Frontiers in Physiology · 0 citations

#artificial intelligence Preprint Oct 2026

Modeling Shared and Individual Structure for Cross-Subject Continuous Affect Regression from EEG-fNIRS

Continuous, second-by-second valence-arousal estimation from physiological signals is typically studied in a subject-dependent setting, where the model sees labeled data from the same person it is later evaluated on. We study the harder zero-shot cross-subject variant on a synchronized EEG-fNIRS dataset: predict raw-sc...

Xuan Wang, Bing Wang, Shuai Chang et al. · 0 citations