spectral_connectivity.transforms

Transforms time domain signals to the frequency domain.

Functions

detrend	Remove linear trend along axis from data.
dpss_windows	Compute Discrete Prolate Spheroidal Sequences.
estimate_frequency_resolution	Estimate the frequency resolution for given multitaper parameters.
estimate_n_tapers	Estimate the number of tapers for a given time-halfbandwidth product.
prepare_time_series	Convert time series data to the 3D format required by Multitaper.
suggest_parameters	Suggest appropriate multitaper parameters for your analysis.

Classes

MorletWavelet	Complex Morlet transform with explicit edge and 2-D smoothing controls.
Multitaper	Multitaper spectral analysis for robust power spectral density estimation.
MultitaperParameters	Parameter suggestions for multitaper analysis.
ShortTimeFourierTransform	Short-time Fourier transform using an L2-normalized Hann window.
SpectralTransform	Interface a transform needs for Connectivity.from_transform().
Welch	Welch spectral transform using overlapping Hann-windowed segments.