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: 1.1.3
Depends: R (≥ 4.1.0)
Imports: FNN, ggplot2, graphics, grDevices, gridExtra, gtools, plyr, proxy, reshape2, signal, stats, umap
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2022-02-10
Author: Alessandro Santuz ORCID iD [aut, cre]
Maintainer: Alessandro Santuz <alessandro.santuz at gmail.com>
BugReports: https://github.com/alesantuz/musclesyneRgies/issues
License: MIT + file LICENSE
URL: https://github.com/alesantuz/musclesyneRgies
NeedsCompilation: no
Language: en-GB
Materials: README NEWS
CRAN checks: musclesyneRgies results

Documentation:

Reference manual: musclesyneRgies.pdf
Vignettes: analysis
plots
pro_tips
workflow

Downloads:

Package source: musclesyneRgies_1.1.3.tar.gz
Windows binaries: r-devel: musclesyneRgies_1.1.3.zip, r-release: musclesyneRgies_1.1.3.zip, r-oldrel: musclesyneRgies_1.1.3.zip
macOS binaries: r-release (arm64): musclesyneRgies_1.1.3.tgz, r-oldrel (arm64): musclesyneRgies_1.1.3.tgz, r-release (x86_64): musclesyneRgies_1.1.3.tgz, r-oldrel (x86_64): musclesyneRgies_1.1.3.tgz
Old sources: musclesyneRgies archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=musclesyneRgies to link to this page.