Electromyography Data Processing Impacts Muscle Synergies during Gait for Unimpaired Children and Children with Cerebral Palsy

Electromyography Data Processing Impacts Muscle Synergies during Gait for Unimpaired Children and Children with Cerebral Palsy

Muscle synergies calculated from electromyography (EMG) data identify weighted groups of muscles activated together during functional tasks. Research has shown that fewer synergies are required to describe EMG data of individuals with neurologic impairments. When considering potential clinical appli...

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Bibliographic Details
Main Authors: Benjamin R. Shuman, Michael H. Schwartz, Katherine M. Steele
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-06-01
Series:Frontiers in Computational Neuroscience
Subjects:
electromyography
muscle synergies
low pass filtering
amplitude scaling
walk-DMC
non-negative matrix factorization
Online Access:http://journal.frontiersin.org/article/10.3389/fncom.2017.00050/full

Internet

http://journal.frontiersin.org/article/10.3389/fncom.2017.00050/full

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