rockpool.nn.modules.sinabs.lif_sinabs

Implement a LIF Module, using a Sinabs backend

Classes

LIFSinabs(*args, **kwargs)

A leaky integrate-and-fire spiking neuron model

PeriodicExponential(*args, **kwargs)

Subtract from membrane potential on reaching threshold

StepPWL(*args, **kwargs)

Heaviside step function with piece-wise linear derivative to use as spike-generation surrogate