musclesyneRgies: Extract Muscle Synergies from Electromyography

Provides a framework to factorise electromyography (EMG) data. Tools are provided for raw data pre-processing, non negative matrix factorisation, classification of factorised data and plotting of obtained outcomes. In particular, reading from ASCII files is supported, along with wide-used filtering approaches to process EMG data. All steps include one or more sensible defaults that aim at simplifying the workflow. Yet, all functions are largely tunable at need. Example data sets are included.

Version: 1.2.5
Depends: R (≥ 4.1.0)
Imports: FNN, ggplot2, graphics, grDevices, gridExtra, plyr, proxy, reshape2, signal, stats, umap
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2022-07-19
DOI: 10.32614/CRAN.package.musclesyneRgies
Author: Alessandro Santuz ORCID iD [aut, cre]
Maintainer: Alessandro Santuz <alessandro.santuz at>
License: MIT + file LICENSE
NeedsCompilation: no
Language: en-GB
Citation: musclesyneRgies citation info
Materials: README NEWS
CRAN checks: musclesyneRgies results


Reference manual: musclesyneRgies.pdf
Vignettes: analysis


Package source: musclesyneRgies_1.2.5.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): musclesyneRgies_1.2.5.tgz, r-oldrel (arm64): musclesyneRgies_1.2.5.tgz, r-release (x86_64): musclesyneRgies_1.2.5.tgz, r-oldrel (x86_64): musclesyneRgies_1.2.5.tgz
Old sources: musclesyneRgies archive


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