3 papers
eess.SY2026
ST-Topo GAN: A Motor EEG-to-EMG Decoding Model Matched to Wrist Movement Complexity
Ye Sun, Mingxuan Qu, Jing Wang +2
The wrist plays a critical role in upper-limb function by enabling precise hand positioning, force regulation, and object manipulation. Continuous brain--muscle interfaces (BMIs) o…
cs.HC2025
Brain-Muscle Atlas: A novel framework for Motor Brain-Computer Interfaces
Ye Sun, Bowei Zhao, Dezhong Yao +6
Motor brain-computer interfaces (BCIs) enable the control of external devices by decoding neural signals. However, most existing systems rely on a direct "brain-machine" mapping, o…
q-bio.NC2025
A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway
Sun Ye, Zuo Cuiming, Zhang Rui +7
Myoelectric interfaces enable intuitive and natural control by decoding residual muscle activity, providing an effective pathway for motor restoration in individuals with preserved…