CRAN/E | musclesyneRgies

musclesyneRgies

Extract Muscle Synergies from Electromyography

Installation

About

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.

Citation musclesyneRgies citation info
github.com/alesantuz/musclesyneRgies
Bug report File report

Key Metrics

Version 1.2.5
R ≥ 4.1.0
Published 2022-07-19 810 days ago
Needs compilation? no
License MIT
License File
CRAN checks musclesyneRgies results
Language en-GB

Downloads

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Maintainer

Maintainer

Alessandro Santuz

Authors

Alessandro Santuz

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

analysis
plots
pro_tips
workflow

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

musclesyneRgies archive

Depends

R ≥ 4.1.0

Imports

FNN
ggplot2
graphics
grDevices
gridExtra
plyr
proxy
reshape2
signal
stats
umap

Suggests

knitr
rmarkdown
testthat ≥ 3.0.0