├── README.md ├── code ├── biosig_setup.m ├── classifier │ ├── biosig_classify.m │ └── shogun_classify.m ├── evaluation │ ├── evaluate_classifier.m │ └── get_kappa.m ├── experiments │ ├── final_evaluation.m │ ├── lda_bp_experiment.m │ ├── lda_tdp_experiment.m │ ├── octave-core │ ├── svm_bp_experiment.m │ └── svm_tdp_experiment.m ├── features │ ├── get_features.m │ └── reshape_features.m ├── files │ ├── get_data.m │ └── load_data.m ├── preprocessing │ ├── multiclass_csp.m │ └── remove_artifacts.m ├── settings_example.m └── utils │ ├── fieldexists.m │ └── get_data_directory.m ├── data └── README.md ├── full_code ├── biosig_setup.m ├── classifier │ ├── biosig_classify.m │ ├── classifier1.m │ ├── classifier2.m │ ├── classifier2kfold.m │ ├── erd_demo.m │ ├── evaluate_classifier.m │ ├── experiments │ │ ├── check_normalize_lda.m │ │ ├── check_normalize_svm.m │ │ ├── check_postprocessing.m │ │ ├── gmnpsvm_bp_experiment.m │ │ ├── init_experiment.m │ │ ├── lda-bp │ │ │ ├── lda_bp_bands_1band.m │ │ │ ├── lda_bp_bands_2bands.m │ │ │ ├── lda_bp_bands_2bands_v2.m │ │ │ ├── lda_bp_bands_3bands.m │ │ │ ├── lda_bp_bands_4bands.m │ │ │ ├── lda_bp_csp.m │ │ │ ├── lda_bp_csp_1band.m │ │ │ ├── lda_bp_csp_2bands.m │ │ │ ├── lda_bp_downsampling.m │ │ │ ├── lda_bp_experiment.m │ │ │ ├── lda_bp_experiment.m.orig │ │ │ ├── lda_bp_indiv_experiment.m │ │ │ ├── lda_bp_smoothing.m │ │ │ ├── lda_bp_trim_experiment.m │ │ │ ├── svm_bp_gauss.m │ │ │ └── svm_bp_linear.m │ │ ├── lda-tdp │ │ │ ├── lda_tdp_derivatives.m │ │ │ ├── lda_tdp_trim.m │ │ │ ├── lda_tdp_u.m │ │ │ ├── svm_tdp_gauss.m │ │ │ └── svm_tdp_linear.m │ │ ├── lda_tdp_experiment.m.orig │ │ ├── lr_bp_experiment.m │ │ ├── octave-core │ │ ├── run_all_experiments.m │ │ ├── run_experiment.sh │ │ ├── run_experiment_redirect.sh │ │ └── test_exp.m │ ├── final │ │ ├── final_evaluation.m │ │ ├── lda_bp_experiment.m │ │ ├── lda_tdp_experiment.m │ │ ├── svm_bp_experiment.m │ │ └── svm_tdp_experiment.m │ ├── get_data.m │ ├── get_features.m │ ├── get_kappa.m │ ├── octave-core │ ├── postprocessing.m │ ├── reshape_features.m │ ├── shogun_classify.m │ ├── shogun_classify.m.orig │ └── single_experiment.m ├── draw_mean.m ├── export_to_weka.m ├── get_data_directory.m ├── indiv_bands │ ├── dif.m │ ├── find_best_freq_for_channel.m │ ├── find_best_freqs_for_subject.m │ ├── find_best_frequency.m │ └── find_individual_frequency_bands.m ├── load_data.m ├── multiclass_csp.m ├── my_csp.m ├── my_erd.m ├── plot_data.m ├── plotting_means.m ├── reduce_all_artifacts.m ├── reduce_artifacts.m ├── rysuj_all_erds.m ├── rysuj_erds.m ├── save_plot.m ├── save_signal.m ├── settings_example.m ├── utils │ ├── calc_fft.m │ ├── fieldexists.m │ └── print_struct.m └── visualization │ ├── eeg_fft.m │ └── eeg_fft_bl_erd_ers.m ├── old_python_code ├── __init__.py ├── analyse_time_power.py ├── analysers │ ├── __init__.py │ └── band_power_analyser.py └── utils │ ├── __init__.py │ ├── iir_utils.py │ └── plot_utils.py └── thesis └── pszachewicz-msc-thesis.pdf 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