neurodsp.plts.plot_power_spectra¶
- neurodsp.plts.plot_power_spectra(freqs, powers, labels=None, colors=None, ax=None, **kwargs)[source]¶
Plot power spectra.
- Parameters
- freqs1d or 2d array or list of 1d array
Frequency vector.
- powers1d or 2d array or list of 1d array
Power values.
- labelsstr or list of str, optional
Labels for each time series.
- colorsstr or list of str
Colors to use to plot lines.
- axmatplotlib.Axes, optional
Figure axes upon which to plot.
- **kwargs
Keyword arguments for customizing the plot.
Examples
Plot a power spectrum:
>>> from neurodsp.sim import sim_combined >>> from neurodsp.spectral import compute_spectrum >>> sig = sim_combined(n_seconds=10, fs=500, ... components={'sim_synaptic_current': {}, ... 'sim_bursty_oscillation' : {'freq': 10}}, ... component_variances=(0.5, 1.)) >>> freqs, powers = compute_spectrum(sig, fs=500) >>> plot_power_spectra(freqs, powers)
