3 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.CL2025
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language
Stefan Krsteski, Matea Tashkovska, Borjan Sazdov +2
The increase in technological adoption worldwide comes with demands for novel tools to be used by the general population. Large Language Models (LLMs) provide a great opportunity i…
cs.LG2024
Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices
Matea Marinova, Daniel Denkovski, Hristijan Gjoreski +2
Split Learning (SL) is a promising Distributed Learning approach in electromyography (EMG) based prosthetic control, due to its applicability within resource-constrained environmen…