20.500.12556/DKUM-88844 Simulated and experimental HDEMG signals of biceps brachii muscle for analysis of motor unit merging This dataset contains a collection of simulated and experimental surface HDEMG recordings of the biceps brachii muscle during the isometric elbow flexion. Simulated data contains 50 recordings: 5 subjects and 5 excitation levels, each with and without added noise. Experimental data contains 16 recordings: 2 subjects with 4 excitation levels and 2 repetitions of each level. Synthetic data was simulated using the cylindrical volume conductor model [1] and the motor unit recruitment and firing modulation model proposed in [2]. Each recording is 20 seconds in length with 90 HDEMG channels sampled at 2048 Hz and is stored as a 2D matrix of raw EMG values in Matlab’s MAT format. Experimental surface EMG data was recorded on two volunteers during isometric contractions at constant force level. Each recording is 25 seconds in length with 64 HDEMG channels sampled at 2048 Hz and is also stored as a 2D matrix of raw EMG values in Matlab’s MAT format. The dataset is approximately 1.5 GB in size. surface high density electromyogram (HDEMG) motor unit spike train motor unit merging simulated data experimental data biceps brachii dataset delovanje mišic elektromiogrami true true false s. n. Angleški jezik Slovenski jezik Drugo 2024-05-29 22:03:01 2024-05-30 22:32:07 2024-12-09 09:49:00 0000-00-00 00:00:00 2024 0 0 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.6 197840387 DKUM_introduction.pdf DKUM_introduction.pdf 1 B127DC886FFEDAEC0FDBD4BFD0B6953A d2229b45874cae116690d3afebb74765256b547ac381c92f8c02c1b54a873b70 078a226f-1df7-11ef-8334-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=179900 Kutos_et_al_ERK2023_HDEMG_Biceps_Brachii_dataset_v1.0.0.zip Kutos_et_al_ERK2023_HDEMG_Biceps_Brachii_dataset_v1.0.0.zip 1 CB43EF438AC6DA9955D6F50D975F3CC1 64fba0cdd5f3c40f900abf0c0af8233f5ea86c7ea1dcd0f169809fb602c3befc ca6dfbf0-1df7-11ef-8334-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=179901 Fakulteta za elektrotehniko, računalništvo in informatiko Simulacija Meritve in testi 0 0 0