← Search

Dimitrios Halatsis

2 accepted papers

2025

MUniverse: A Simulation and Benchmarking Suite for Motor Unit Decomposition

NeurIPS 2025poster

Neural source separation enables the extraction of individual spike trains from complex electrophysiological recordings. When applied to electromyographic (EMG) signals, it provides a unique window into the motor output of the nervous system by isolating the spiking activity of motor units (MUs). MU…

Cited by 0SourceScholar
2024

Tackling Electrode Shift in Gesture Recognition with HD-EMG Electrode Subsets

ICASSP 2024accepted

sEMG pattern recognition algorithms have been explored extensively in decoding movement intent, yet are known to be vulnerable to changing recording conditions, exhibiting significant drops in performance across subjects, and even across sessions. Multi-channel surface EMG, also referred to as high-…

Cited by 0SourceScholar