| Title: | Simulated and experimental HDEMG signals of biceps brachii muscle for analysis of motor unit merging |
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| Authors: | ID Holobar, Aleš, System Software Laboratory, Faculty of Electrical Engineering and Computer Science, University of Maribor, Slovenia (Author)
ID Škarabot, Jakob, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK (Author)
ID Farina, Dario, Imperial College London, UK (Author) |
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| Files: |  DKUM_introduction.pdf (125,29 KB)
MD5: B127DC886FFEDAEC0FDBD4BFD0B6953A
 Kutos_et_al_ERK2023_HDEMG_Biceps_Brachii_dataset_v1.0.0.zip (1,53 GB)
MD5: CB43EF438AC6DA9955D6F50D975F3CC1
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| Language: | English |
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| Work type: | Other |
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| Typology: | 2.20 - Complete scientific database of research data |
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| Organization: | FERI - Faculty of Electrical Engineering and Computer Science
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| Abstract: | 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. |
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| Keywords: | surface high density electromyogram (HDEMG), motor unit, spike train, motor unit merging, simulated data, experimental data, biceps brachii, dataset |
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| Publisher: | s. n. |
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| Year of publishing: | 2024 |
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| PID: | 20.500.12556/DKUM-88844  |
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| UDC: | 004.6 |
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| COBISS.SI-ID: | 197840387 |
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| Data col. methods: | Simulation
Measurements and tests |
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| Publication date in DKUM: | 30.05.2024 |
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| Views: | 172 |
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| Downloads: | 32 |
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| Metadata: |    |
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| Categories: | Misc.
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