2 papers
cs.LG2026
Time2Vec Transformer for Robust Gesture Recognition from Low-Density sEMG
Blagoj Hristov, Hristijan Gjoreski, Vesna Ojleska Latkoska +1
Accurate and responsive myoelectric prosthesis control typically relies on complex, dense multi-sensor arrays, which limits consumer accessibility. This paper presents a novel, dat…
cs.LG2026
Leveraging Convolutional Sparse Autoencoders for Robust Movement Classification from Low-Density sEMG
Blagoj Hristov, Zoran Hadzi-Velkov, Katerina Hadzi-Velkova Saneva +2
Reliable control of myoelectric prostheses is often hindered by high inter-subject variability and the clinical impracticality of high-density sensor arrays. This study proposes a…