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musclesyneRgies
View on CRAN: Click
here
Download and install musclesyneRgies package within the R console
Install from CRAN:
install.packages("musclesyneRgies")
Install from Github:
library("remotes")
install_github("cran/musclesyneRgies") Install by package version:
library("remotes")
install_version("musclesyneRgies", "1.3.1") Attach the package and use:
library("musclesyneRgies")
Maintained by
Alessandro Santuz
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-09
Latest Update: 2022-07-19
Description:
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.
How to cite:
Alessandro Santuz (2022). musclesyneRgies: Extract Muscle Synergies from Electromyography. R package version 1.3.1, https://cran.r-project.org/web/packages/musclesyneRgies. Accessed 06 Oct. 2026.
Previous versions and publish date:
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Other R packages that musclesyneRgies depends,
imports, suggests or enhances
Complete documentation for musclesyneRgies
Functions, R codes and Examples using
the musclesyneRgies R package
Some associated functions: CoA . FILT_EMG . FWHM . HFD . Hurst . RAW_DATA . SYNS . classify_kmeans . filtEMG . normEMG . plot_classified_syns . plot_classified_syns_UMAP . plot_meanEMG . plot_rawEMG . plot_syn_trials . primitive . primitives . rawdata . sMLE . subsetEMG . synsNMF .
Some associated R codes: CoA.R . FWHM.R . HFD.R . Hurst.R . classify_kmeans.R . data.R . filtEMG.R . normEMG.R . plot_classified_syns.R . plot_classified_syns_UMAP.R . plot_meanEMG.R . plot_rawEMG.R . plot_syn_trials.R . rawdata.R . sMLE.R . subsetEMG.R . synsNMF.R . Full musclesyneRgies package functions and examples
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