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L. A. Elias

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#human-computer interacti... Preprint Oct 2026

A spinal-inspired spiking neural network for continuous finger-joint kinematics estimation from high-density surface EMG

Decoding simultaneous and proportional finger kinematics from high-density surface electromyography (HD sEMG) remains challenging. Although data-driven methods have shown promising performance for finger movement decoding, their limited physiological interpretability remains a relevant limitation. This study proposes a...

C. D. Guerrero-Méndez, L. A. Elias · 0 citations

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