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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Bing-Yu Pan

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Open access Sep 2026

Lower-Limb Kinematic Reconstruction from Surface Electromyography Across Locomotor Tasks Using Shared Muscle Synergies

Surface electromyography (sEMG) reflects neuromuscular control, but multichannel recordings are high-dimensional and difficult to interpret. This study evaluated whether muscle-synergy activations provide a compact input representation for lower-limb kinematic reconstruction. Twelve-channel sEMG and hip, knee, and ankl...

Bing-Yu Pan, Ye-Xuan Wang, Ming-Zi Xiang · 0 citations

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