norse.torch.utils

Utilities for spiking neural networks based on PyTorch.

Packages and subpackages may depend on Matplotlib and Tensorboard.

Plotting

plot_heatmap_2d	Plots a heatmat of two-dimensional data
plot_heatmap_3d	Plots heatmaps for some activity in several layers.
plot_histogram_2d	Plots a histogram of 1-dimensional data.
plot_izhikevich	Computes and plots a 2D visualisation of the behavior of an Izhikevich neuron model.
plot_neuron_states	Plots state variables in a line plot based on a list of states over time.
plot_scatter_3d	Plots spike activity in time.
plot_spikes_2d	Plots a 2D diagram of spikes.

Tensorboard

hook_spike_activity_mean	Generates a hook that can be applied to stateful torch Modules.
hook_spike_activity_sum	Generates a hook that can be applied to stateful torch Modules.
hook_spike_histogram_mean	Generates a hook that can be applied to stateful torch Modules.
hook_spike_histogram_sum	Generates a hook that can be applied to stateful torch Modules.
hook_spike_image	Generates a hook that can be applied to stateful torch Modules.