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Long short-term memory (LSTM) recurrent neural network for muscle activity detection

BACKGROUND: The accurate temporal analysis of muscle activation is of great interest in many research areas, spanning from neurorobotic systems to the assessment of altered locomotion patterns in orthopedic and neurological patients and the monitoring of their motor rehabilitation. The performance o...

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Detalles Bibliográficos
Autores principales: Ghislieri, Marco, Cerone, Giacinto Luigi, Knaflitz, Marco, Agostini, Valentina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8532313/
https://www.ncbi.nlm.nih.gov/pubmed/34674720
http://dx.doi.org/10.1186/s12984-021-00945-w