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Role of Muscle Synergies in Real-Time Classification of Upper Limb Motions using Extreme Learning Machines
BACKGROUND: Myoelectric signals offer significant insights in interpreting the motion intention and extent of effort involved in performing a movement, with application in prostheses, orthosis and exoskeletons. Feature extraction plays a vital role, and follows two approaches: EMG and synergy featur...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2016
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4986359/ https://www.ncbi.nlm.nih.gov/pubmed/27527511 http://dx.doi.org/10.1186/s12984-016-0183-0 |