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

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

Abstract 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 machi...

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Bibliographic Details
Main Authors: Alberto Dellacasa Bellingegni, Emanuele Gruppioni, Giorgio Colazzo, Angelo Davalli, Rinaldo Sacchetti, Eugenio Guglielmelli, Loredana Zollo
Format: Article
Language:English
Published: BMC 2017-08-01
Series:Journal of NeuroEngineering and Rehabilitation
Subjects:
Prostheses
Surface electromyography
Nonlinear logistic regression
Support vector machine
Multi-layer perceptron
Linear discriminant analysis
Online Access:http://link.springer.com/article/10.1186/s12984-017-0290-6

Internet

http://link.springer.com/article/10.1186/s12984-017-0290-6

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