# Extract Muscle Synergies from Electromyography

## Documentation for package ‘musclesyneRgies’ version 1.3.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

act_pattern | Single activation pattern example (30 cycles)
act_patterns | All activation patterns of one synergy example (30 cycles)
classify_kmeans | Muscle synergy classification with k-means
CoA | Centre of activity
cossim | Cosine similarity
filtEMG | To filter raw EMG
FILT_EMG | Filtered EMG example
FWHM | Full width at half maximum
HFD | Higuchi's fractal dimension
Hurst | Hurst exponent
normEMG | To time-normalise filtered EMG
plot_classified_syns | Plot muscle synergies
plot_classified_syns_UMAP | Plot 2D UMAP of muscle synergies
plot_meanEMG | Plot EMG averaged across all cycles
plot_rawEMG | Plot raw EMG
plot_syn_trials | Plot muscle synergies (individual trials)
rawdata | Import RData or ASCII data into R
RAW_DATA | Raw EMG example
sMLE | Short-term maximum Lyapunov exponents
subsetEMG | Subset raw EMG
SYNS | Muscle synergies example
synsNMF | Non-negative matrix factorisation