Package: PhysioEMG 0.2.0

Yusuke Matsui

PhysioEMG: EMG Analysis Functions for PhysioExperiment Objects

Provides electromyography (EMG) analysis functions for PhysioExperiment objects. Includes envelope extraction (RMS, Hilbert), muscle activation onset detection (Hodges-Bui, Teager-Kaiser), fatigue analysis (median frequency shift), and muscle synergy decomposition (NMF, PCA, ICA).

Authors:Yusuke Matsui

PhysioEMG_0.2.0.tar.gz
PhysioEMG_0.2.0.zip(r-4.7)PhysioEMG_0.2.0.zip(r-4.6)PhysioEMG_0.2.0.zip(r-4.5)
PhysioEMG_0.2.0.tgz(r-4.6-any)PhysioEMG_0.2.0.tgz(r-4.5-any)
PhysioEMG_0.2.0.tar.gz(r-4.7-any)PhysioEMG_0.2.0.tar.gz(r-4.6-any)
PhysioEMG_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
PhysioEMG/json (API)

# Install 'PhysioEMG' in R:
install.packages('PhysioEMG', repos = c('https://x-biosignal.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/x-biosignal/physioemg/issues

On CRAN:

Conda:

3.00 score 19 exports 18 dependencies

Last updated from:d8771a766b. Checks:7 NOTE, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64NOTE223
source / vignettesOK204
linux-release-x86_64NOTE223
macos-release-arm64NOTE125
macos-oldrel-arm64NOTE119
windows-develNOTE166
windows-releaseNOTE162
windows-oldrelNOTE184
wasm-releaseOK111

Exports:emgAmplitudeNormalizeemgCoherenceNetworkemgCoordinationStructureemgDirectedGCNetworkemgDynamicWaveletNetworkemgEnvelopeemgFatigueemgFatigueIndexemgInterpretNetworkKGemgOnsetDetectemgPartialCoherenceNetworkemgSpectralMomentsemgWPLINetworkmake_emgmake_emg_contractionmake_emg_fatiguemuscleSynergysynergyComparesynergyReconstruct

Dependencies:abindBiobaseBiocGenericsDelayedArraygenericsGenomicRangesIRangeslatticeMatrixMatrixGenericsmatrixStatsPhysioCoreS4ArraysS4VectorsSeqinfoSparseArraySummarizedExperimentXVector

EMG Analysis: Preprocessing, Amplitude, and Onset Detection
Introduction | Creating EMG Data | Amplitude Envelope Extraction | Amplitude Normalization | Muscle Activation Onset Detection | Hodges-Bui Method | Teager-Kaiser Energy Operator | Comparing Methods | Complete Workflow Example | References
Rendered fromemg-analysis.Rmdusingknitr::rmarkdown

Last update: 2026-07-05
Started: 2026-07-05

EMG Fatigue Analysis and Muscle Synergy Decomposition
Introduction | Fatigue Analysis | Creating Fatigue Test Data | Windowed Fatigue Tracking | Fatigue Index | Spectral Moments | Muscle Synergy Decomposition | Decomposition Methods | NMF Synergy Extraction | PCA and ICA Methods | Determining the Number of Synergies | Synergy Reconstruction | Comparing Synergy Solutions | Complete Fatigue and Synergy Workflow | References
Rendered fromemg-fatigue.Rmdusingknitr::rmarkdown

Last update: 2026-07-05
Started: 2026-07-05