Index

_

__init__() (medusa.bci.cvep_spellers.CircularShiftingClassifier method) (medusa.bci.cvep_spellers.CVEPModelCircularShifting method) (medusa.bci.cvep_spellers.CVEPSpellerData method) (medusa.bci.cvep_spellers.CVEPSpellerDataset method) (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.LFSR method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.CMDModelEEGInception method) (medusa.bci.erp_spellers.CMDModelEEGNet method) (medusa.bci.erp_spellers.CMDModelRLDA method) (medusa.bci.erp_spellers.CSDModelEEGInception method) (medusa.bci.erp_spellers.ERPSpellerData method) (medusa.bci.erp_spellers.ERPSpellerDataset method) (medusa.bci.erp_spellers.ERPSpellerModel method) (medusa.bci.erp_spellers.StandardFeatureExtraction method) (medusa.bci.erp_spellers.StandardPreprocessing method) (medusa.bci.mi_paradigms.CSPFeatureExtraction method) (medusa.bci.mi_paradigms.MIData method) (medusa.bci.mi_paradigms.MIDataset method) (medusa.bci.mi_paradigms.MIModel method) (medusa.bci.mi_paradigms.MIModelCSP method) (medusa.bci.mi_paradigms.MIModelEEGSym method) (medusa.bci.mi_paradigms.StandardFeatureExtraction method) (medusa.bci.mi_paradigms.StandardPreprocessing method) (medusa.bci.nft_paradigms.FeatureExtraction method) (medusa.bci.nft_paradigms.FilterBankPreprocessing method) (medusa.bci.nft_paradigms.NeurofeedbackData method) (medusa.bci.nft_paradigms.PowerBasedNFTModel method) (medusa.bci.nft_paradigms.RatioBandNFT method) (medusa.bci.nft_paradigms.RestrictionBandNFT method) (medusa.bci.nft_paradigms.SingleBandNFT method)

A

absolute_band_power() (in module medusa.local_activation.spectral_parameteres) aec() (in module medusa.connectivity.amplitude_connectivity)

assortativity() (in module medusa.graph_theory.assortativity) autocorr_circular() (in module medusa.bci.cvep_spellers) autocorr_zeropad() (in module medusa.bci.cvep_spellers)

B

ban_bands() (medusa.bci.nft_paradigms.FeatureExtraction method) band_power() (medusa.bci.nft_paradigms.FeatureExtraction method) betweenness() (in module medusa.graph_theory.betweeenness_centrality) build() (medusa.bci.erp_spellers.CMDModelEEGInception method) (medusa.bci.erp_spellers.CMDModelEEGNet method) (medusa.bci.erp_spellers.CMDModelRLDA method) (medusa.bci.erp_spellers.CSDModelEEGInception method) (medusa.bci.erp_spellers.ERPSpellerModel method) (medusa.bci.mi_paradigms.MIModel method) (medusa.bci.mi_paradigms.MIModelCSP method) (medusa.bci.mi_paradigms.MIModelEEGSym method)

C

calibration() (medusa.bci.nft_paradigms.PowerBasedNFTModel method) (medusa.bci.nft_paradigms.RatioBandNFT method) (medusa.bci.nft_paradigms.RestrictionBandNFT method) (medusa.bci.nft_paradigms.SingleBandNFT method) central_tendency_measure() (in module medusa.local_activation.nonlinear_parameters) check_cutoff_settings() (medusa.bci.nft_paradigms.PowerBasedNFTModel method) (medusa.bci.nft_paradigms.RatioBandNFT method) (medusa.bci.nft_paradigms.RestrictionBandNFT method) (medusa.bci.nft_paradigms.SingleBandNFT method) check_for_non_control_data() (medusa.bci.erp_spellers.ERPSpellerModel static method) check_if_shifted() (in module medusa.bci.cvep_spellers) check_predict_feasibility() (medusa.bci.cvep_spellers.CVEPModelCircularShifting method) CircularShiftingClassifier (class in medusa.bci.cvep_spellers) clustering_coefficient() (in module medusa.graph_theory.clustering_coefficient) CMDModelEEGInception (class in medusa.bci.erp_spellers) CMDModelEEGNet (class in medusa.bci.erp_spellers) CMDModelRLDA (class in medusa.bci.erp_spellers) command_decoding_accuracy() (in module medusa.bci.erp_spellers) command_decoding_accuracy_per_seq() (in module medusa.bci.erp_spellers) compute_control_state_labels() (medusa.bci.erp_spellers.ERPSpellerData method) compute_dev_epochs() (in module medusa.plots.erp_plots)

compute_erp_labels() (medusa.bci.erp_spellers.ERPSpellerData method) compute_nearest_values() (in module medusa.plots.topographic_plots) configure() (in module medusa.bci.remote.configure) (medusa.bci.erp_spellers.CMDModelEEGInception method) (medusa.bci.erp_spellers.CMDModelEEGNet method) (medusa.bci.erp_spellers.CMDModelRLDA method) (medusa.bci.erp_spellers.CSDModelEEGInception method) (medusa.bci.erp_spellers.ERPSpellerModel method) (medusa.bci.mi_paradigms.MIModel method) (medusa.bci.mi_paradigms.MIModelCSP method) (medusa.bci.mi_paradigms.MIModelEEGSym method) control_state_detection_accuracy() (in module medusa.bci.erp_spellers) control_state_detection_accuracy_per_seq() (in module medusa.bci.erp_spellers) CSDModelEEGInception (class in medusa.bci.erp_spellers) CSP (medusa.bci.mi_paradigms.CSPFeatureExtraction attribute) CSPFeatureExtraction (class in medusa.bci.mi_paradigms) custom_operations_on_recordings() (medusa.bci.cvep_spellers.CVEPSpellerDataset method) (medusa.bci.erp_spellers.ERPSpellerDataset method) (medusa.bci.mi_paradigms.MIDataset method) CVEPModelCircularShifting (class in medusa.bci.cvep_spellers) CVEPSpellerData (class in medusa.bci.cvep_spellers) CVEPSpellerDataset (class in medusa.bci.cvep_spellers)

D

decode_commands() (in module medusa.bci.erp_spellers) degree() (in module medusa.graph_theory.degree)

density() (in module medusa.graph_theory.density) detect_control_state() (in module medusa.bci.erp_spellers)

E

ear_rho() (in module medusa.plots.topographic_plots) efficiency() (in module medusa.graph_theory.efficiency) eigen_centrality() (in module medusa.graph_theory.eigen_centrality)

ERPSpellerData (class in medusa.bci.erp_spellers) ERPSpellerDataset (class in medusa.bci.erp_spellers) ERPSpellerModel (class in medusa.bci.erp_spellers) extract_log_var_features() (medusa.bci.mi_paradigms.CSPFeatureExtraction method)

F

factor() (in module medusa.plots.optimal_subplots) FeatureExtraction (class in medusa.bci.nft_paradigms) FilterBankPreprocessing (class in medusa.bci.cvep_spellers) (class in medusa.bci.nft_paradigms) fit() (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.StandardPreprocessing method) (medusa.bci.mi_paradigms.CSPFeatureExtraction method) (medusa.bci.mi_paradigms.StandardPreprocessing method) (medusa.bci.nft_paradigms.FilterBankPreprocessing method) fit_dataset() (medusa.bci.cvep_spellers.CircularShiftingClassifier method) (medusa.bci.cvep_spellers.CVEPModelCircularShifting method) (medusa.bci.erp_spellers.CMDModelEEGInception method) (medusa.bci.erp_spellers.CMDModelEEGNet method) (medusa.bci.erp_spellers.CMDModelRLDA method) (medusa.bci.erp_spellers.CSDModelEEGInception method) (medusa.bci.erp_spellers.ERPSpellerModel method) (medusa.bci.mi_paradigms.MIModel method) (medusa.bci.mi_paradigms.MIModelCSP method) (medusa.bci.mi_paradigms.MIModelEEGSym method)

fit_transform_dataset() (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.StandardPreprocessing method) (medusa.bci.mi_paradigms.StandardPreprocessing method) fit_transform_signal() (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.StandardPreprocessing method) (medusa.bci.mi_paradigms.StandardPreprocessing method) (medusa.bci.nft_paradigms.FilterBankPreprocessing method) from_serializable_obj() (medusa.bci.cvep_spellers.CVEPSpellerData class method) (medusa.bci.erp_spellers.ERPSpellerData class method) (medusa.bci.mi_paradigms.MIData static method) (medusa.bci.nft_paradigms.NeurofeedbackData class method)

G

get_batches_associated_to_cmd() (medusa.bci.erp_spellers.ERPSpellerData method) get_control_data() (medusa.bci.erp_spellers.ERPSpellerModel static method) get_items_by_sorted_sequences() (in module medusa.bci.cvep_spellers)

get_paradigm_conf_for_hox() (medusa.bci.erp_spellers.ERPSpellerData static method) get_paradigm_conf_for_rcp() (medusa.bci.erp_spellers.ERPSpellerData static method) get_selected_commands_info() (in module medusa.bci.erp_spellers) get_unique_sequences_from_targets() (in module medusa.bci.cvep_spellers)

I

iac() (in module medusa.connectivity.amplitude_connectivity)

individual_alpha_frequency() (in module medusa.local_activation.spectral_parameteres) itr() (in module medusa.bci.metrics)

L

lempelziv_complexity() (in module medusa.local_activation.nonlinear_parameters) lempelziv_complexity_fast() (in module medusa.local_activation.nonlinear_parameters)

LFSR (class in medusa.bci.cvep_spellers) lfsr() (medusa.bci.cvep_spellers.LFSR static method) load_config() (in module medusa.bci.remote.configure)

M

mean_power() (in module medusa.bci.nft_paradigms) median_frequency() (in module medusa.local_activation.spectral_parameteres) medusa.bci module medusa.bci.cvep_spellers module medusa.bci.erp_spellers module medusa.bci.metrics module medusa.bci.mi_paradigms module medusa.bci.nft_paradigms module medusa.bci.remote module medusa.bci.remote.configure module medusa.bci.remote.utils module medusa.complexity module medusa.connectivity module medusa.connectivity.amplitude_connectivity module medusa.connectivity.phase_connectivity module medusa.graph_theory module medusa.graph_theory.assortativity module medusa.graph_theory.betweeenness_centrality module medusa.graph_theory.clustering_coefficient module medusa.graph_theory.degree module medusa.graph_theory.density module medusa.graph_theory.efficiency module medusa.graph_theory.eigen_centrality module medusa.graph_theory.modularity module medusa.graph_theory.participation_coefficient module medusa.graph_theory.path_length module medusa.graph_theory.surrogate_graph module medusa.graph_theory.transitivity module medusa.graph_theory_TBD module medusa.local_activation module medusa.local_activation.nonlinear_parameters module

medusa.local_activation.spectral_parameteres module medusa.local_activation.statistics module medusa.plots module medusa.plots.erp_plots module medusa.plots.mi_plots module medusa.plots.optimal_subplots module medusa.plots.topographic_plots module MIData (class in medusa.bci.mi_paradigms) MIDataset (class in medusa.bci.mi_paradigms) MIModel (class in medusa.bci.mi_paradigms) MIModelCSP (class in medusa.bci.mi_paradigms) MIModelEEGSym (class in medusa.bci.mi_paradigms) modularity() (in module medusa.graph_theory.modularity) module medusa.bci medusa.bci.cvep_spellers medusa.bci.erp_spellers medusa.bci.metrics medusa.bci.mi_paradigms medusa.bci.nft_paradigms medusa.bci.remote medusa.bci.remote.configure medusa.bci.remote.utils medusa.complexity medusa.connectivity medusa.connectivity.amplitude_connectivity medusa.connectivity.phase_connectivity medusa.graph_theory medusa.graph_theory.assortativity medusa.graph_theory.betweeenness_centrality medusa.graph_theory.clustering_coefficient medusa.graph_theory.degree medusa.graph_theory.density medusa.graph_theory.efficiency medusa.graph_theory.eigen_centrality medusa.graph_theory.modularity medusa.graph_theory.participation_coefficient medusa.graph_theory.path_length medusa.graph_theory.surrogate_graph medusa.graph_theory.transitivity medusa.graph_theory_TBD medusa.local_activation medusa.local_activation.nonlinear_parameters medusa.local_activation.spectral_parameteres medusa.local_activation.statistics medusa.plots medusa.plots.erp_plots medusa.plots.mi_plots medusa.plots.optimal_subplots medusa.plots.topographic_plots multiscale_entropy() (in module medusa.local_activation.nonlinear_parameters) multiscale_lempelziv_complexity() (in module medusa.local_activation.nonlinear_parameters)

N

NeurofeedbackData (class in medusa.bci.nft_paradigms)

O

optimal_subplot_row_col() (in module medusa.plots.optimal_subplots)

P

participation_coefficient() (in module medusa.graph_theory.participation_coefficient) path_length() (in module medusa.graph_theory.path_length) phase_connectivity() (in module medusa.connectivity.phase_connectivity) plot_erd_ers_freq() (in module medusa.plots.mi_plots) plot_erd_ers_time() (in module medusa.plots.mi_plots) plot_erp() (in module medusa.plots.erp_plots) plot_r2_topoplot() (in module medusa.plots.mi_plots) plot_topography() (in module medusa.plots.topographic_plots) pol2cart() (in module medusa.plots.topographic_plots) PowerBasedNFTModel (class in medusa.bci.nft_paradigms) predict() (medusa.bci.cvep_spellers.CircularShiftingClassifier method) (medusa.bci.cvep_spellers.CVEPModelCircularShifting method) (medusa.bci.erp_spellers.CMDModelEEGInception method) (medusa.bci.erp_spellers.CMDModelEEGNet method) (medusa.bci.erp_spellers.CMDModelRLDA method) (medusa.bci.erp_spellers.CSDModelEEGInception method) (medusa.bci.erp_spellers.ERPSpellerModel method) (medusa.bci.mi_paradigms.MIModel method) (medusa.bci.mi_paradigms.MIModelCSP method) (medusa.bci.mi_paradigms.MIModelEEGSym method)

predict_dataset() (medusa.bci.cvep_spellers.CircularShiftingClassifier method) (medusa.bci.cvep_spellers.CVEPModelCircularShifting method) project() (medusa.bci.mi_paradigms.CSPFeatureExtraction method)

R

RatioBandNFT (class in medusa.bci.nft_paradigms) relative_band_power() (in module medusa.local_activation.spectral_parameteres) relative_band_power_meeg() (in module medusa.local_activation.spectral_parameteres)

request_files_to_dict() (in module medusa.bci.remote.utils) reshape_angles_loops() (in module medusa.connectivity.phase_connectivity) RestrictionBandNFT (class in medusa.bci.nft_paradigms)

S

sample_entropy() (in module medusa.local_activation.nonlinear_parameters) set_baseline() (medusa.bci.nft_paradigms.FeatureExtraction method) shannon_spectral_entropy() (in module medusa.local_activation.spectral_parameteres) signed_r2() (in module medusa.local_activation.statistics) SingleBandNFT (class in medusa.bci.nft_paradigms) split_erp_features() (in module medusa.bci.erp_spellers)

StandardFeatureExtraction (class in medusa.bci.erp_spellers) (class in medusa.bci.mi_paradigms) StandardPreprocessing (class in medusa.bci.cvep_spellers) (class in medusa.bci.erp_spellers) (class in medusa.bci.mi_paradigms) std_power() (in module medusa.bci.nft_paradigms) surrogate_graph() (in module medusa.graph_theory.surrogate_graph)

T

to_serializable_obj() (medusa.bci.cvep_spellers.CVEPSpellerData method) (medusa.bci.erp_spellers.ERPSpellerData method) (medusa.bci.mi_paradigms.MIData method) (medusa.bci.nft_paradigms.NeurofeedbackData method) training() (medusa.bci.nft_paradigms.PowerBasedNFTModel method) (medusa.bci.nft_paradigms.RatioBandNFT method) (medusa.bci.nft_paradigms.RestrictionBandNFT method) (medusa.bci.nft_paradigms.SingleBandNFT method) transform_dataset() (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.StandardFeatureExtraction method) (medusa.bci.mi_paradigms.CSPFeatureExtraction method) (medusa.bci.mi_paradigms.StandardFeatureExtraction method)

transform_signal() (medusa.bci.cvep_spellers.FilterBankPreprocessing method) (medusa.bci.cvep_spellers.StandardPreprocessing method) (medusa.bci.erp_spellers.StandardFeatureExtraction method) (medusa.bci.erp_spellers.StandardPreprocessing method) (medusa.bci.mi_paradigms.StandardFeatureExtraction method) (medusa.bci.mi_paradigms.StandardPreprocessing method) (medusa.bci.nft_paradigms.FilterBankPreprocessing method) transitivity() (in module medusa.graph_theory.transitivity)