Jiayuan He
Papers
2
Total Citations
95
H-Index
2
About
Dr. Jiayuan He is a leading researcher in bio-robotics and neural interfacing, specializing in non-invasive myoelectric control systems for assistive and prosthetic technologies. His work focuses on bridging the critical gap between academic research and clinical application in upper-limb prosthetics. Dr. He’s most impactful contribution is his comprehensive 10-year perspective review (2023, 91 citations), which systematically identified four key technical challenges—including signal processing, user adaptation, and hardware integration—that must be overcome to translate laboratory innovations into practical, user-friendly devices. This seminal paper has become a foundational reference for the field, guiding subsequent research directions. Additionally, Dr. He developed the Forward-MuscleNET framework (2020), a novel neural network approach for estimating muscle activation torque from surface electromyography (sEMG) signals, enabling more intuitive and responsive control of assistive robots. His work directly addresses the longstanding dichotomy between industrial and academic state-of-the-art, pushing toward seamless, non-invasive neural interfaces that restore function and independence for individuals with upper-limb loss.
Research Focus
Key Achievements
Top Papers
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