norse.torch.functional.lif_ex

norse.torch.functional.lif_ex

Functions

lif_ex_current_encoder(input_current, voltage)

Computes a single euler-integration step of a leaky integrator adapted from https://neuronaldynamics.epfl.ch/online/Ch5.S2.html.

lif_ex_feed_forward_step(input_tensor[, ...])

Computes a single euler-integration step of an exponential LIF neuron-model adapted from https://neuronaldynamics.epfl.ch/online/Ch5.S2.html.

lif_ex_step(input_tensor, state, ...[, p, dt])

Computes a single euler-integration step of an exponential LIF neuron-model adapted from https://neuronaldynamics.epfl.ch/online/Ch5.S2.html.

Classes

LIFExFeedForwardState(v, i)

State of a feed forward LIFEx neuron

LIFExParameters([delta_T, tau_syn_inv, ...])

Parametrization of an Exponential Leaky Integrate and Fire neuron

LIFExState(z, v, i)

State of a LIFEx neuron