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norse.torch.utils.plot.plot_spikes_2d

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norse.torch.utils.plot.plot_spikes_2d#

norse.torch.utils.plot.plot_spikes_2d(spikes: Tensor, axes: Axes = None, **kwargs)[source]#

Plots a 2D diagram of spikes. Works similar to the plot_heatmap_2d() but in black and white.

Example:
>>> import torch
>>> from norse.torch import LIF
>>> from norse.torch.utils.plot import plot_spikes_2d
>>> spikes, _ = LIF()(torch.randn(200, 10))
>>> plot_spikes_2d(spikes)
>>> plt.show()

(Source code, png, hires.png, pdf)

../_images/norse-torch-utils-plot-plot_spikes_2d-1.png
Arguments:

spikes (torch.Tensor): A tensor of spikes from a single layer in two dimensions. axes (matplotlib.axes.Axes): The matplotlib axis to plot on, if any.

Defaults to matplotlib.pyplot.gca()

kwargs: Specific key-value arguments to style the figure

fed to the :matplotlib:meth:`matplotlib.pyplot.imshow` function.

Returns:

An :matplotlib:class:`matplotlib.axes.Axes` object

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