norse.torch.module.leaky_integrator

norse.torch.module.leaky_integrator

Leaky integrators describe a leaky neuron membrane that integrates incoming currents over time, but never spikes. In other words, the neuron adds up incoming input current, while leaking out some of it in every timestep.

See norse.torch.functional.leaky_integrator for more information.

Classes

LI([p])

A neuron layer that wraps a leaky-integrator LICell in time, but without recurrence.

LICell([p])

Cell for a leaky-integrator without recurrence.

LILinearCell(input_size, hidden_size[, p, dt])

Cell for a leaky-integrator with an additional linear weighting.