norse.torch.functional.lif_adex

norse.torch.functional.lif_adex

Functions

lif_adex_current_encoder(input_current, ...)

Computes a single euler-integration step of an adaptive exponential LIF neuron-model adapted from http://www.scholarpedia.org/article/Adaptive_exponential_integrate-and-fire_model.

lif_adex_feed_forward_step(input_tensor[, ...])

Computes a single euler-integration step of an adaptive exponential LIF neuron-model adapted from http://www.scholarpedia.org/article/Adaptive_exponential_integrate-and-fire_model.

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

Computes a single euler-integration step of an adaptive exponential LIF neuron-model adapted from http://www.scholarpedia.org/article/Adaptive_exponential_integrate-and-fire_model.

Classes

LIFAdExFeedForwardState(v, i, a)

State of a feed forward LIFAdEx neuron

LIFAdExParameters([adaptation_current, ...])

Parametrization of an Adaptive Exponential Leaky Integrate and Fire neuron

LIFAdExState(z, v, i, a)

State of a LIFAdEx neuron