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...

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Detalles Bibliográficos
Autores principales: Antuvan, Chris Wilson, Bisio, Federica, Marini, Francesca, Yen, Shih-Cheng, Cambria, Erik, Masia, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Research
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

Internet

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

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