pysnn.network¶

class pysnn.network.SNNNetwork¶

Base clase for defining SNN network, contains several convenience operators for network simulations.

reset_state()¶

Resets state parameters of all submodules, requires each submodule to have a reset_state function.

add_layer(name, connection, neuron)¶

Adds which Neuron and Connection objects together form a layer, as well as the layer type.

Parameters

• name – Name of the layer

• connection – Connection object

• neuron – Neuron object

layer_state_dict()¶

Return state dicts grouped per layer, so a single Connection and a single Neuron state dict per layer.

Returns

State Dicts for the Connection and Neuron of the layer, as well as the layer type.