NLR, MLP, SVM, and LDA: a comparative analysis on EMG data from people with trans-radial amputation

BACKGROUND: Currently, the typically adopted hand prosthesis surface electromyography (sEMG) control strategies do not provide the users with a natural control feeling and do not exploit all the potential of commercially available multi-fingered hand prostheses. Pattern recognition and machine learn...

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Bibliografiske detaljer
Udgivet i:J Neuroeng Rehabil
Main Authors: Dellacasa Bellingegni, Alberto, Gruppioni, Emanuele, Colazzo, Giorgio, Davalli, Angelo, Sacchetti, Rinaldo, Guglielmelli, Eugenio, Zollo, Loredana
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2017
Fag:
Research
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5557564/
https://ncbi.nlm.nih.gov/pubmed/28807038
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12984-017-0290-6
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