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A real-time method for decoding the neural drive to muscles using single-channel intra-muscular EMG recordings

Autor
Karimimehr, S.; Marateb, H.R.; Muceli, S.; Mansourian, M.; Mañanas, M.A.; Farina, D.
Tipus d'activitat
Article en revista
Revista
International journal of neural systems
Data de publicació
2017-09-01
Volum
27
Número
6
Pàgina inicial
1
Pàgina final
18
DOI
https://doi.org/10.1142/S0129065717500253 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/108320 Obrir en finestra nova
URL
http://www.worldscientific.com/doi/abs/10.1142/S0129065717500253 Obrir en finestra nova
Resum
The neural command from motor neurons to muscles — sometimes referred to as the neural drive to muscle — can be identified by decomposition of electromyographic (EMG) signals. This approach can be used for inferring the voluntary commands in neural interfaces in patients with limb amputations. This paper proposes for the first time an innovative method for fully automatic and real-time intramuscular EMG (iEMG) decomposition. The method is based on online single-pass density-based clustering ...
Citació
Karimimehr, S., Marateb, H.R., Muceli, S., Mansourian, M., Mañanas, M.A., Farina, D. A real-time method for decoding the neural drive to muscles using single-channel intra-muscular EMG recordings. "International journal of neural systems", 1 Setembre 2017, vol. 27, núm. 6, p. 1-18.
Paraules clau
EMG Decomposition, Neural decoding, electromyography, online algorithms, prosthetic control
Grup de recerca
BIOART - BIOsignal Analysis for Rehabilitation and Therapy
CREB - Centre de Recerca en Enginyeria Biomedica

Participants

  • Karimimehr, Saeed  (autor)
  • Marateb, Hamid Reza  (autor)
  • Muceli, Silvia  (autor)
  • Mansourian, Marjan  (autor)
  • Mañanas Villanueva, Miguel Angel  (autor)
  • Farina, Dario  (autor)

Arxius