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 [aut, cre] |
| Maintainer: | Alessandro Santuz <alessandro.santuz at gmail.com> |
| BugReports: | https://github.com/alesantuz/musclesyneRgies/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/alesantuz/musclesyneRgies |
| NeedsCompilation: | no |
| Language: | en-GB |
| Citation: | musclesyneRgies citation info |
| Materials: | README,NEWS |
| CRAN checks: | musclesyneRgies results |
Documentation:
| Reference manual: | musclesyneRgies.html ,musclesyneRgies.pdf |
| Vignettes: | analysis (source,R code) plots (source,R code) pro_tips (source,R code) workflow (source,R code) |
Downloads:
| Package source: | musclesyneRgies_1.2.5.tar.gz |
| Windows binaries: | r-devel:musclesyneRgies_1.2.5.zip, r-release:musclesyneRgies_1.2.5.zip, r-oldrel:musclesyneRgies_1.2.5.zip |
| 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 |
Linking:
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