20.500.12556/DKUM-96399 Materials and surface HDEMG data for hands-on training on motor unit identification in dynamic and fatiguing muscle contractions (HybridNeuro project) This dataset was prepared in the context of the HybridNeuro project (https://www.hybridneuro.feri.um.si/). It contains a collection of teaching materials and data that were used in the Hands-on Training on motor unit identification in dynamic and fatiguing muscle contractions, which was part of the Workshop on Invasive Interfaces (WSII25) in Gothenburg, Sweden, in January 2025. The Hands-on Training covered the practical aspects of motor unit identification in various types of muscle contractions. The teaching materials include a curated set of HDEMG signals, with simulated motor unit discharge patterns and Motor Unit Action Potentials (MUAPs) recorded from healthy volunteers in dynamic (biceps brachii) and fatiguing (abductor pollicis brevis) contractions. The HDEMG signals were decomposed using the DEMUSE software [1] (https://demuse.feri.um.si/). A dedicated MATLAB software was implemented for the accuracy assessment and visual comparison of automatic or manually edited HDEMG decomposition results and is included in the dataset. Total dataset size is 1 GB. HybridNeuro hands-on-training teaching materials surface high density electromyogram (HDEMG) motor unit EMG decomposition DEMUSE Tool dynamic contractions fatigue simulated HDEMG evaluation dataset Matlab elektromiografija HDEMG praktično usposabljanje učno gradivo utrujenost dinamične kontrakcije dinamično krčenje podatkovni niz true false false s. n. Angleški jezik Slovenski jezik January 2025 Drugo 2025-12-28 22:03:51 2026-01-21 14:17:26 2026-01-22 03:35:08 0000-00-00 00:00:00 2026 0 [S. l. 0 [S. l. 1 spletni vir (več datotek) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.6 265598467 README.pdf README.pdf 1 77942A5A94252BE130B1B4779BADBF53 755be6e325ab941a7f4a8a88922bdda7320e6c69cad9962374d87828b5db1cbc 8411117b-f545-11f0-94a4-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202189 README.txt README.txt 1 5857D75E756E5F60CF351C0313270C2F c0e38872b4850aeccf8a1481dc614e17586e944e23ac60c4f563a11a909fe1e1 89160580-f545-11f0-94a4-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202190 metadata.xml metadata.xml 1 BB31887851CC0BEEC17C78AC552BA219 49a4131ef27025b0bff0e4d67e321e6121752ed1846048c0019b709b0a0ad7e6 8ede8bdd-f545-11f0-94a4-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202191 LICENSE-2.0.txt LICENSE-2.0.txt 1 2EE41112A44FE7014DCE33E26468BA93 0d542e0c8804e39aa7f37eb00da5a762149dc682d7829451287e11b938e94594 92fc8fa1-f545-11f0-94a4-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202192 NOTICE.txt NOTICE.txt 1 47067849CEDB8BBE3C4880FA26D62692 9d6e2dd069dc080427befb866a5c43df7d6fd949001c9f1040bd925683ccc6d7 95494707-f545-11f0-94a4-00155d580e02 https://dk.um.si/Dokument.php?lang=slv&id=202193 Fakulteta za elektrotehniko, računalništvo in informatiko Simulacija Meritve in testi 0 0 0