Extract Muscle Synergies from Electromyography
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Documentation for package ‘musclesyneRgies’ version 1.3.1
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 |