How are Muscle Synergies Affected by Electromyography Pre-Processing?

Muscle synergies have been used for decades to explain a variety of motor behaviors, both in humans and animals and, more recently, to steer rehabilitation strategies. However, many sources of variability such as factorization algorithms, criteria for dimensionality reduction and data pre-processing...

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Veröffentlicht in:	IEEE transactions on neural systems and rehabilitation engineering Jg. 26; H. 4; S. 882 - 893
Hauptverfasser:	Kieliba, Paulina, Tropea, Peppino, Pirondini, Elvira, Coscia, Martina, Micera, Silvestro, Artoni, Fiorenzo
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States IEEE 01.04.2018
Schlagworte:	arm-reaching movements Band-pass filters data pre-processing Eigenvalues and eigenfunctions Electromyography EMG factor analysis Feature extraction Muscle synergies Muscles Task analysis upper limb
ISSN:	1534-4320, 1558-0210, 1558-0210
Online-Zugang:	Volltext
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