Selecting the best number of synergies in gait: Preliminary results on young and elderly people

Matrix factorization algorithms are increasingly used to extract meaningful information from multivariate EMG datasets. However a key issue is the selection of the number of synergies (i.e., model order) to retain. In this preliminary work a set of criteria, based on Independent Component Analysis,...

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Bibliographic Details

Published in:	2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR) Vol. 2013; pp. 1 - 5
Main Authors:	Artoni, Fiorenzo, Monaco, Vito, Micera, Silvestro
Format:	Conference Proceeding Journal Article
Language:	English
Published:	United States IEEE 01.06.2013
Subjects:	Adult Aged Electromyography Gait Humans Integrated circuits Legged locomotion Models, Biological Muscles Noise Principal component analysis Senior citizens Walking
ISBN:	9781467360227, 1467360228
ISSN:	1945-7898, 1945-7901, 1945-7901
Online Access:	Get full text
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