classify_kmeans |
Muscle synergy classification with k-means |
CoA |
Centre of activity |
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) |
primitive |
Single motor primitive example (30 cycles) |
primitives |
All motor primitives of one synergy example (30 cycles) |
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 |