norse.torch.module.izhikevich

Classes

Izhikevich(spiking_method, **kwargs)	A neuron layer that wraps a IzhikevichCell in time such that the layer keeps track of temporal sequences of spikes. After application, the layer returns a tuple containing (spikes from all timesteps, state from the last timestep).
IzhikevichCell(spiking_method, **kwargs)	Module that computes a single Izhikevich neuron-model without recurrence and without time.
IzhikevichRecurrent(input_size, hidden_size, ...)	A neuron layer that wraps a IzhikevichRecurrentCell in time such that the layer keeps track of temporal sequences of spikes. After application, the layer returns a tuple containing (spikes from all timesteps, state from the last timestep).
IzhikevichRecurrentCell(input_size, ...)	Module that computes a single euler-integration step of an Izhikevich neuron-model with recurrence but without time.