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Multi-dataset benchmarking and preliminary transfer learning for lower-limb EMG classification toward adaptive prosthesis control Cover

Multi-dataset benchmarking and preliminary transfer learning for lower-limb EMG classification toward adaptive prosthesis control

Open Access
|Oct 2026

Authors

Jafar Jafar

jafar.dokt@pw.edu.pl

Faculty of Power and Aeronautical Engineering, Institute of Aeronautics and Applied Mechanics, Warsaw University of Technology, 00-665 Warsaw, Poland

Cezary Rzymkowski

Faculty of Power and Aeronautical Engineering, Institute of Aeronautics and Applied Mechanics, Warsaw University of Technology, 00-665 Warsaw, Poland
Centre of Excellence for Health Technologies (HealthTEC), Warsaw University of Technology, 00-661 Warsaw, Poland

Andrzej Kordecki

Faculty of Power and Aeronautical Engineering, Institute of Aeronautics and Applied Mechanics, Warsaw University of Technology, 00-665 Warsaw, Poland
DOI: https://doi.org/10.37190/abb/221221 | Journal eISSN: 2450-6303 | Journal ISSN: 1509-409X
Language: English
Page range: 109 - 120
Submitted on: Mar 19, 2026
Accepted on: Apr 29, 2026
Published on: Oct 16, 2026
Published by: Wroclaw University of Science and Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2026 Jafar Jafar, Cezary Rzymkowski, Andrzej Kordecki, published by Wroclaw University of Science and Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.