spiketools.plts.trials.plot_raster_and_rates

spiketools.plts.trials.plot_raster_and_rates(spikes, bins, time_range, conditions=None, colors=None, title=None, raster_kwargs=None, rate_kwargs=None, figsize=(6, 4), axes=None, **plt_kwargs)

Plot event-related raster plot with corresponding binned firing rate plot.

Parameters:

spikeslist of list of float or dict

Spike times per trial. Multiple conditions can also be passed in. If dict, each key is a condition label and each value the list of list of spikes times.

binsfloat or 1d array

The binning to apply to the spiking data. If float, the length of each bin. If array, precomputed bin definitions.

time_rangelist of [float, float], optional

Time range, in seconds, to create the binned firing rate across. Only used if bins is a float.

conditionslist, optional

Condition labels for each trial. If provided, used to split the data by condition before plotting.

colorsstr or list of str or dict, optional

Color(s) to plot the firing rates. If more than one, should match the number of conditions. If a dictionary, the labels should match the spike condition labels.

raster_kwargsdict, optional

Additional keyword arguments for the raster plot, passed into plot_rasters.

rate_kwargsdict, optional

Additional keyword arguments for the firing rate plot, passed into plot_rate_by_time.

figsizetuple, optional, default: (6, 4)

Size of the figure to create. Only used if axes is None.

axeslist of [Axes, Axes]

Axes objects upon which to plot.

plt_kwargs

Additional arguments to pass into the plot function. Custom kwargs: ‘line_color’, ‘line_lw’, ‘line_alpha’, ‘line_linestyle’.