norse.torch.utils.plot.plot_histogram_2d

norse.torch.utils.plot.plot_histogram_2d(spikes: Tensor, axes: Axes | None = None, **kwargs)

Plots a histogram of 1-dimensional data.

Example:

>>> cell = LIF()
>>> data = torch.ones(10, 10) + torch.randn(10, 10)
>>> spikes, state = cell(data)
>>> plot_histogram_2d(state.v)

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

Arguments:

data (torch.Tensor): A tensor of single-dimensional data. 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.pyplot.hist() function.

Returns:

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