Comparison of Initialization Techniques for the Accurate Extraction of Muscle Synergies from Myoelectric Signals via Nonnegative Matrix Factorization

The main goal of this work was to assess the performance of different initializations of matrix factorization algorithms for an accurate identification of muscle synergies. Currently, nonnegative matrix factorization (NNMF) is the most commonly used method to identify muscle synergies. However, it h...

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Detalles Bibliográficos
Autores principales: Soomro, Mumtaz Hussain, Conforto, Silvia, Giunta, Gaetano, Ranaldi, Simone, De Marchis, Cristiano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5964491/
https://www.ncbi.nlm.nih.gov/pubmed/29853993
http://dx.doi.org/10.1155/2018/3629347

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5964491/
https://www.ncbi.nlm.nih.gov/pubmed/29853993
http://dx.doi.org/10.1155/2018/3629347

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