Published April 8, 2024
| Version 1.0.0
Dataset
Open
Short example of Biceps Brachii muscle surface HDEMG decomposition using the DEMUSE Tool
Description
This dataset contains 4 examples of synthetic high density surface EMG signals of the Biceps Brachii muscle and results of their decomposition into separate motor unit activity. It is intended as a demonstration of the DEMUSE Tool software for sEMG decomposition and as a basis for practical example of dataset preparation for the HybridNeuro project webinar on Data management and ethics (https://www.hybridneuro.feri.um.si/results.html#webinars). Two sets of data are included: the raw simulated sEMG signals and the results of decomposition of those signals with the DEMUSE Tool.
Files
DEMUSE_Tool_parameters.png
Files
(401.3 MB)
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Additional details
Funding
- HybridNeuro – Hybrid neuroscience based on cerebral and muscular information for motor rehabilitation and neuromuscular disorders 101079392
- European Commission
- Hybrid neuroscience based on cerebral and muscular information for motor rehabilitation and neuromuscular disorders (HybridNeuro) 10052152
- UK Research and Innovation
Dates
- Created
-
2024-04-03Date of dataset creation
References
- Farina, Dario, Luca Mesin, Simone Martina, and Roberto Merletti. "A surface EMG generation model with multilayer cylindrical description of the volume conductor." IEEE Transactions on Biomedical Engineering 51, no. 3 (2004): 415-426. doi: 10.1109/TBME.2003.820998.
- Fuglevand, Andrew J., David A. Winter, and Aftab E. Patla. "Models of recruitment and rate coding organization in motor-unit pools." Journal of neurophysiology 70, no. 6 (1993): 2470-2488.
- Holobar, Aleš, Marco Alessandro Minetto, and Dario Farina. "Accurate identification of motor unit discharge patterns from high-density surface EMG and validation with a novel signal-based performance metric." Journal of neural engineering 11, no. 1 (2014): 016008.