Index

Symbols

1/f signal

_

__init__() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) (neurodsp.sim.signals.MultiSimulations method) (neurodsp.sim.signals.Simulations method) (neurodsp.sim.signals.VariableSimulations method) (neurodsp.sim.update.ParamIter method) (neurodsp.sim.update.ParamSampler method) (neurodsp.sim.update.SigIter method)

A

add_params() (neurodsp.sim.signals.Simulations method) (neurodsp.sim.signals.VariableSimulations method) add_signal() (neurodsp.sim.signals.Simulations method) (neurodsp.sim.signals.VariableSimulations method)

add_signals() (neurodsp.sim.signals.MultiSimulations method) amp_by_time() (in module neurodsp.timefrequency) amplitude aperiodic

B

base (neurodsp.sim.params.SimIters property) (neurodsp.sim.params.SimParams property) (neurodsp.sim.params.SimSamplers property) (neurodsp.sim.update.ParamIter property) (neurodsp.sim.update.ParamSampler property) (neurodsp.sim.update.SigIter property)

burst

C

check_filter_definition() (in module neurodsp.filt.checks) check_filter_properties() (in module neurodsp.filt.checks) clear() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) coefficient of variation colored noise compute_absolute_power() (in module neurodsp.spectral) compute_ac_fit() (in module neurodsp.aperiodic.autocorr) compute_autocorr() (in module neurodsp.aperiodic.autocorr) compute_band_ratio() (in module neurodsp.spectral) compute_burst_stats() (in module neurodsp.burst) compute_cycle_nseconds() (in module neurodsp.utils.data) compute_decay_time() (in module neurodsp.aperiodic.autocorr) compute_detrended_fluctuation() (in module neurodsp.aperiodic.dfa) compute_fluctuations() (in module neurodsp.aperiodic.dfa) compute_frequency_response() (in module neurodsp.filt.utils) compute_instantaneous_measure() (in module neurodsp.timefrequency) compute_irasa() (in module neurodsp.aperiodic.irasa) compute_lagged_coherence() (in module neurodsp.rhythm) compute_nsamples() (in module neurodsp.utils.data) compute_nseconds() (in module neurodsp.utils.data) compute_nyquist() (in module neurodsp.filt.utils) compute_pass_band() (in module neurodsp.filt.utils) compute_relative_power() (in module neurodsp.spectral)

compute_rescaled_range() (in module neurodsp.aperiodic.dfa) compute_scv() (in module neurodsp.spectral) compute_scv_rs() (in module neurodsp.spectral) compute_spectral_hist() (in module neurodsp.spectral) compute_spectrum() (in module neurodsp.spectral) compute_spectrum_medfilt() (in module neurodsp.spectral) compute_spectrum_multitaper() (in module neurodsp.spectral) compute_spectrum_wavelet() (in module neurodsp.spectral) compute_spectrum_welch() (in module neurodsp.spectral) compute_transition_band() (in module neurodsp.filt.utils) compute_wavelet_transform() (in module neurodsp.timefrequency) convert_alpha_exponent() (in module neurodsp.aperiodic.conversions) convert_exponent_alpha() (in module neurodsp.aperiodic.conversions) convert_exponent_hfd() (in module neurodsp.aperiodic.conversions) convert_exponent_hurst() (in module neurodsp.aperiodic.conversions) convert_hfd_exponent() (in module neurodsp.aperiodic.conversions) convert_hurst_exponent() (in module neurodsp.aperiodic.conversions) convolve_wavelet() (in module neurodsp.timefrequency) copy() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) create_freqs() (in module neurodsp.utils.data) create_sampler() (in module neurodsp.sim.update) create_samples() (in module neurodsp.utils.data) create_times() (in module neurodsp.utils.data) create_updater() (in module neurodsp.sim.update)

D

Decibels (dB) demean() (in module neurodsp.utils.norm) design_fir_filter() (in module neurodsp.filt)

design_iir_filter() (in module neurodsp.filt) detect_bursts_dual_threshold() (in module neurodsp.burst) discard_outliers() (in module neurodsp.utils.outliers)

F

filter_signal() (in module neurodsp.filt) filter_signal_fir() (in module neurodsp.filt) filter_signal_iir() (in module neurodsp.filt) FIR fit_autocorr() (in module neurodsp.aperiodic.autocorr) fit_irasa() (in module neurodsp.aperiodic.irasa) Fourier transform freq_by_time() (in module neurodsp.timefrequency)

frequency frequency domain frequency resolution frequency response fs (neurodsp.sim.signals.MultiSimulations property) (neurodsp.sim.signals.Simulations property) (neurodsp.sim.signals.VariableSimulations property) function (neurodsp.sim.signals.MultiSimulations property)

H

has_params (neurodsp.sim.signals.Simulations property) (neurodsp.sim.signals.VariableSimulations property) has_signals (neurodsp.sim.signals.MultiSimulations property) (neurodsp.sim.signals.Simulations property) (neurodsp.sim.signals.VariableSimulations property)

Hertz (Hz) hilbert transform

I

IIR	Impulse Response iters (neurodsp.sim.params.SimIters property)

L

labels (neurodsp.sim.params.SimIters property) (neurodsp.sim.params.SimParams property) (neurodsp.sim.params.SimSamplers property)

load_sims() (in module neurodsp.sim.io)

M

make_iter() (neurodsp.sim.params.SimIters method) make_params() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method)

make_sampler() (neurodsp.sim.params.SimSamplers method) median filter modulate_signal() (in module neurodsp.sim.modulate) MultiSimulations (class in neurodsp.sim.signals)

N

n_seconds (neurodsp.sim.signals.MultiSimulations property) (neurodsp.sim.signals.Simulations property) (neurodsp.sim.signals.VariableSimulations property)

noise signal normalize_sig() (in module neurodsp.utils.norm) normalize_variance() (in module neurodsp.utils.norm)

P

ParamIter (class in neurodsp.sim.update) params (neurodsp.sim.params.SimIters property) (neurodsp.sim.params.SimParams property) (neurodsp.sim.params.SimSamplers property) (neurodsp.sim.signals.MultiSimulations property) (neurodsp.sim.signals.Simulations property) (neurodsp.sim.signals.VariableSimulations property) ParamSampler (class in neurodsp.sim.update) passband passtype period periodic phase phase_by_time() (in module neurodsp.timefrequency) plot_autocorr() (in module neurodsp.plts) plot_bursts() (in module neurodsp.plts) plot_filter_properties() (in module neurodsp.plts)

plot_frequency_response() (in module neurodsp.plts) plot_impulse_response() (in module neurodsp.plts) plot_instantaneous_measure() (in module neurodsp.plts) plot_lagged_coherence() (in module neurodsp.plts) plot_multi_time_series() (in module neurodsp.plts) plot_power_spectra() (in module neurodsp.plts) plot_scv() (in module neurodsp.plts) plot_scv_rs_lines() (in module neurodsp.plts) plot_scv_rs_matrix() (in module neurodsp.plts) plot_spectra_3d() (in module neurodsp.plts) plot_spectral_hist() (in module neurodsp.plts) plot_swm_pattern() (in module neurodsp.plts) plot_time_series() (in module neurodsp.plts) plot_timefrequency() (in module neurodsp.plts) plot_timeseries_and_spectra() (in module neurodsp.plts.combined) power power spectrum powerlaw

R

random walk register() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) register_group() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) register_group_iters() (neurodsp.sim.params.SimIters method)

register_group_samplers() (neurodsp.sim.params.SimSamplers method) register_iter() (neurodsp.sim.params.SimIters method) register_sampler() (neurodsp.sim.params.SimSamplers method) remove_filter_edges() (in module neurodsp.filt.utils) remove_nans() (in module neurodsp.utils.outliers) restore_nans() (in module neurodsp.utils.outliers) robust_hilbert() (in module neurodsp.timefrequency) rotate_spectrum() (in module neurodsp.sim.modulate) rotate_timeseries() (in module neurodsp.sim.modulate)

S

samplers (neurodsp.sim.params.SimSamplers property) sampling rate save_sims() (in module neurodsp.sim.io) set_random_seed() (in module neurodsp.sim) SigIter (class in neurodsp.sim.update) sim_across_values() (in module neurodsp.sim.multi) sim_action_potential() (in module neurodsp.sim.transients) sim_asine_cycle() (in module neurodsp.sim.cycles) sim_asym_harmonic_cycle() (in module neurodsp.sim.cycles) sim_bursty_oscillation() (in module neurodsp.sim) sim_combined() (in module neurodsp.sim.combined) sim_combined_peak() (in module neurodsp.sim.combined) sim_cycle() (in module neurodsp.sim.cycles) sim_damped_erp() (in module neurodsp.sim.transients) sim_damped_oscillation() (in module neurodsp.sim) sim_exp_cos_cycle() (in module neurodsp.sim.cycles) sim_frac_brownian_motion() (in module neurodsp.sim) sim_frac_gaussian_noise() (in module neurodsp.sim) sim_from_sampler() (in module neurodsp.sim.multi) sim_gaussian_cycle() (in module neurodsp.sim.cycles) sim_knee() (in module neurodsp.sim)

sim_modulated_signal() (in module neurodsp.sim.combined) sim_multi_across_values() (in module neurodsp.sim.multi) sim_multiple() (in module neurodsp.sim.multi) sim_oscillation() (in module neurodsp.sim) sim_peak_oscillation() (in module neurodsp.sim.combined) sim_poisson_pop() (in module neurodsp.sim) sim_powerlaw() (in module neurodsp.sim) sim_random_walk() (in module neurodsp.sim) sim_sawtooth_cycle() (in module neurodsp.sim.cycles) sim_sine_cycle() (in module neurodsp.sim.cycles) sim_skewed_gaussian_cycle() (in module neurodsp.sim.cycles) sim_synaptic_current() (in module neurodsp.sim) sim_synaptic_kernel() (in module neurodsp.sim.transients) sim_variable_oscillation() (in module neurodsp.sim) SimIters (class in neurodsp.sim.params) SimParams (class in neurodsp.sim.params) SimSamplers (class in neurodsp.sim.params) Simulations (class in neurodsp.sim.signals) sliding_window_matching() (in module neurodsp.rhythm) split_signal() (in module neurodsp.utils.data) stopband

T

temporal resolution time domain to_iters() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method)

to_samplers() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) transition band trim_spectrogram() (in module neurodsp.spectral) trim_spectrum() (in module neurodsp.spectral)

U

update_base() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) update_iter() (neurodsp.sim.params.SimIters method)

update_param() (neurodsp.sim.params.SimIters method) (neurodsp.sim.params.SimParams method) (neurodsp.sim.params.SimSamplers method) update_sampler() (neurodsp.sim.params.SimSamplers method)

V

values (neurodsp.sim.signals.MultiSimulations property) (neurodsp.sim.signals.VariableSimulations property)

VariableSimulations (class in neurodsp.sim.signals) Volts (V)

W

wavelet