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_spikes[, ...])	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_spikes, 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