├── .gitignore ├── README.md ├── __init__.py ├── __pycache__ ├── __init__.cpython-35.pyc ├── classifier_functions.cpython-35.pyc ├── dataset_functions.cpython-35.pyc ├── feature_extraction_functions.cpython-35.pyc ├── muap_analysis_functions.cpython-35.pyc ├── particle_swarm_optimization.cpython-35.pyc ├── particle_swarm_optimization.cpython-36.pyc └── signal_analysis_functions.cpython-35.pyc ├── classifier_functions.py ├── config.json ├── dataset_functions.py ├── emg_decomposition_classification.py ├── emg_decomposition_classification_output ├── average_performance_real_scaled_test.html ├── average_performance_real_scaled_validation.html ├── feature_extraction_actual_muap_waveforms_als_real.png ├── feature_extraction_actual_muap_waveforms_other_real.png ├── feature_extraction_average_class_muap_waveforms_als_real.png ├── feature_extraction_average_class_muap_waveforms_other_real.png ├── feature_extraction_baseline_corrected_muap_waveforms_als_real.png ├── feature_extraction_baseline_corrected_muap_waveforms_other_real.png ├── feature_extraction_expanded_muap_waveforms_als_real.png ├── feature_extraction_expanded_muap_waveforms_other_real.png ├── features_real_scaled.npy ├── label_map_real_scaled.npy ├── labels_real_scaled.npy ├── muap_classification_als_real.png ├── muap_classification_normal_real.png ├── muap_decomposition_als_real.png ├── muap_decomposition_normal_real.png ├── muap_segmentation_als_real.png ├── muap_segmentation_normal_real.png ├── performance_graph_knn_real_scaled.png ├── performance_graph_svm_rbf_poly_scaled.png ├── performance_graph_svm_rbf_real_scaled.png ├── roc_knn_poly_scaled.png ├── roc_svm_poly_real_scaled.png ├── roc_svm_rbf_poly_scaled.png └── roc_svm_rbf_real_scaled.png ├── feature_extraction_functions.py ├── fft_performance_table.html ├── muap_analysis_functions.py ├── particle_swarm_optimization.py ├── pso_svm_classification_output ├── average_performance_graph_test_real_scaled.html ├── average_performance_graph_test_simulated_scaled.html ├── average_performance_graph_validation_real_scaled.html ├── average_performance_graph_validation_simulated_scaled.html ├── performance_graph_knn_real_scaled.png ├── performance_graph_simulated_real_scaled.png ├── performance_graph_svm_poly_real_scaled.png ├── performance_graph_svm_poly_simulated_scaled.png ├── performance_graph_svm_rbf_real_scaled.png ├── performance_graph_svm_rbf_simulated_scaled.png ├── roc_graph_knn_real_scaled.png ├── roc_graph_knn_simulated_scaled.png ├── roc_graph_rfa_real_scaled.png ├── roc_graph_svm_poly_real_scaled.png ├── roc_graph_svm_poly_simulated_scaled.png ├── roc_graph_svm_rbf_real_scaled.png ├── roc_graph_svm_rbf_simulated_scaled.png └── wta_block_diagram.png ├── psosvm_accuracy_table.html ├── psosvm_performance_table.html ├── requirements.txt ├── sample_dataset.zip ├── signal_analysis_functions.py ├── test_area.py ├── time_freq_classification.py ├── time_freq_classification_output ├── all_graph_avg_spectral_amplitude.png ├── autocorrelation_emg_random_segments.png ├── average_performance_graph_test_real_scaled.html ├── average_performance_graph_test_real_unscaled.html ├── average_performance_graph_test_simulated_scaled.html ├── average_performance_graph_test_simulated_unscaled.html ├── average_performance_graph_validation_real_scaled.html ├── average_performance_graph_validation_real_unscaled.html ├── average_performance_graph_validation_simulated_scaled.html ├── average_performance_graph_validation_simulated_unscaled.html ├── cropped_emg_signal.png ├── features_AverageSpectralAmplitude_real_scaled.npy ├── features_AverageSpectralAmplitude_real_unscaled.npy ├── features_AverageSpectralAmplitude_simulated_scaled.npy ├── features_AverageSpectralAmplitude_simulated_unscaled.npy ├── features_MeanFrequency_real_scaled.npy ├── features_MeanFrequency_real_unscaled.npy ├── features_MeanFrequency_simulated_scaled.npy ├── features_MeanFrequency_simulated_unscaled.npy ├── features_ZeroCrossingrate_real_scaled.npy ├── features_ZeroCrossingrate_real_unscaled.npy ├── features_ZeroCrossingrate_simulated_scaled.npy ├── features_ZeroCrossingrate_simulated_unscaled.npy ├── features_ZeroLag_real_scaled.npy ├── features_ZeroLag_real_unscaled.npy ├── features_ZeroLag_simulated_scaled.npy ├── features_ZeroLag_simulated_unscaled.npy ├── fft_emg_random_segments.png ├── filtered_emg_random_segments.png ├── filtered_emg_signal.png ├── label__real_scaled.npy ├── label__real_unscaled.npy ├── label__simulated_scaled.npy ├── label__simulated_unscaled.npy ├── label_map__real_scaled.npy ├── label_map__real_unscaled.npy ├── label_map__simulated_scaled.npy ├── label_map__simulated_unscaled.npy ├── performance_graph_avg_spectral_peak_amplitude_real_scaled.png ├── performance_graph_avg_spectral_peak_amplitude_real_unscaled.png ├── performance_graph_avg_spectral_peak_amplitude_simulated_scaled.png ├── performance_graph_avg_spectral_peak_amplitude_simulated_unscaled.png ├── performance_graph_mean_frequency_real_scaled.png ├── performance_graph_mean_frequency_real_unscaled.png ├── performance_graph_mean_frequency_simulated_scaled.png ├── performance_graph_mean_frequency_simulated_unscaled.png ├── performance_graph_zero_crossing_rate_real_scaled.png ├── performance_graph_zero_crossing_rate_real_unscaled.png ├── performance_graph_zero_crossing_rate_simulated_scaled.png ├── performance_graph_zero_crossing_rate_simulated_unscaled.png ├── performance_graph_zero_lag_autocorrelation_real_scaled.png ├── performance_graph_zero_lag_autocorrelation_real_unscaled.png ├── performance_graph_zero_lag_autocorrelation_simulated_scaled.png ├── performance_graph_zero_lag_autocorrelation_simulated_unscaled.png ├── raw_emg_signal.png ├── roc_knn_performance_graph_avg_spectral_amplitude_real_scaled.png ├── roc_knn_performance_graph_avg_spectral_amplitude_real_unscaled.png ├── roc_knn_performance_graph_avg_spectral_amplitude_simulated_scaled.png ├── roc_knn_performance_graph_avg_spectral_amplitude_simulated_unscaled.png ├── roc_knn_performance_graph_mean_frequency_real_scaled.png ├── roc_knn_performance_graph_mean_frequency_real_unscaled.png ├── roc_knn_performance_graph_mean_frequency_simulated_scaled.png ├── roc_knn_performance_graph_mean_frequency_simulated_unscaled.png ├── roc_knn_performance_graph_zero_crossing_rate_real_scaled.png ├── roc_knn_performance_graph_zero_crossing_rate_real_unscaled.png ├── roc_knn_performance_graph_zero_crossing_rate_simulated_scaled.png ├── roc_knn_performance_graph_zero_crossing_rate_simulated_unscaled.png ├── roc_knn_performance_graph_zero_lag_autocorrelation_real_scaled.png ├── roc_knn_performance_graph_zero_lag_autocorrelation_real_unscaled.png ├── roc_knn_performance_graph_zero_lag_autocorrelation_simulated_scaled.png ├── roc_knn_performance_graph_zero_lag_autocorrelation_simulated_unscaled.png ├── simulated_signal_pso_knn_spectral_peaks_table.html ├── 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