2025
Decomposing motor units through elimination for real-time intention driven assistive neurotechnology
Nicholas Tacca, Bryan R. Schlink, Jackson T Levine, Mary K. Heimann, Collin Dunlap, Sam Colachis IV +8
NeurIPS 2025poster
Extracting neural signals at the single motor neuron level provides an optimal control signal for neuroprosthetic applications. However, current algorithms to decompose motor units from high-density electromyography (HD-EMG) are time-consuming and inconsistent, limiting their application to controll…