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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Detalhes bibliográficos
Publicado no:Appl Bionics Biomech
Main Authors: Soomro, Mumtaz Hussain, Conforto, Silvia, Giunta, Gaetano, Ranaldi, Simone, De Marchis, Cristiano
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi 2018
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5964491/
https://ncbi.nlm.nih.gov/pubmed/29853993
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/3629347
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