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Novel Methods for Surface EMG Analysis and Exploration Based on Multi-Modal Gaussian Mixture Models

This paper introduces a new method for data analysis of animal muscle activation during locomotion. It is based on fitting Gaussian mixture models (GMMs) to surface EMG data (sEMG). This approach enables researchers/users to isolate parts of the overall muscle activation within locomotion EMG data....

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:PLoS One
Prif Awduron: Vögele, Anna Magdalena, Zsoldos, Rebeka R., Krüger, Björn, Licka, Theresia
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Public Library of Science 2016
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC4928879/
https://ncbi.nlm.nih.gov/pubmed/27362752
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0157239
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