norse.torch.module.leaky_integrator_box

norse.torch.module.leaky_integrator_box#

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. This particular “box” module omits the current term, allowing for instantaneous voltage jumps.

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

Classes

LIBoxCell([p])

Leaky integrator cell without current terms.