specparam.plts.plot_spectra

specparam.plts.plot_spectra(freqs, power_spectra, log_freqs=False, log_powers=False, freq_range=None, colors=None, labels=None, ax=None, **plot_kwargs)[source]

Plot one or multiple power spectra.

Parameters:
freqs1d or 2d array or list of 1d array

Frequency values, to be plotted on the x-axis.

power_spectra1d or 2d array or list of 1d array

Power values, to be plotted on the y-axis.

log_freqsbool, optional, default: False

Whether to plot the frequency axis in log spacing.

log_powersbool, optional, default: False

Whether to plot the power axis in log spacing.

freq_rangelist of [float, float], optional

Frequency range to plot, defined in linear space.

colorslist of str, optional, default: None

Line colors of the spectra.

labelslist of str, optional, default: None

Legend labels for the spectra.

axmatplotlib.Axes, optional

Figure axes upon which to plot.

**plot_kwargs

Additional plot related keyword arguments, with styling options managed by style_plot. For spectra plots, boolean input grid can be used to control if the figure has a grid.

Examples using specparam.plts.plot_spectra

Dealing with Line Noise

Dealing with Line Noise

Aperiodic Parameters

Aperiodic Parameters

Exploring Data Components

Exploring Data Components

Plot Power Spectra

Plot Power Spectra

Simulation Parameters

Simulation Parameters

Simulating Neural Power Spectra

Simulating Neural Power Spectra

Transforming Power Spectra

Transforming Power Spectra

Developmental Data Demo

Developmental Data Demo

Topographical Analyses with MNE

Topographical Analyses with MNE

01: Model Description

01: Model Description

03: Fitting Algorithm

03: Fitting Algorithm