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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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D. Bandara

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Conference Jul 2026

A Deep Spatio-Temporal Model for Decoding Simultaneous and Continuous Hand Movements from Surface Electromyography

Predicting continuous finger kinematics from surface electromyography (sEMG) signals provides crucial input for the intuitive proportional control of extreme upper-limb robotic prostheses. However, this regression task remains a complex challenge due to the noisy and non-linear dynamics of muscle activations. In this s...

Sukrit Ghosh, Yashkrit Singh, K. K. Sah et al. · 0 citations

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