Online mapping of EMG signals into kinematics by autoencoding

BACKGROUND: In this paper, we propose a nonlinear minimally supervised method based on autoencoding (AEN) of EMG for myocontrol. The proposed method was tested against the state-of-the-art (SOA) control scheme using a Fitts’ law approach. METHODS: Seven able-bodied subjects performed a series of tar...

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Detalles Bibliográficos
Autores principales: Vujaklija, Ivan, Shalchyan, Vahid, Kamavuako, Ernest N., Jiang, Ning, Marateb, Hamid R., Farina, Dario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5850983/
https://www.ncbi.nlm.nih.gov/pubmed/29534764
http://dx.doi.org/10.1186/s12984-018-0363-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5850983/
https://www.ncbi.nlm.nih.gov/pubmed/29534764
http://dx.doi.org/10.1186/s12984-018-0363-1

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