hxtorch.spiking.functional.superspike

Surrograte gradient for SuperSpike. Basically reimplemented from: https://github.com/norse/norse/blob/18cd8aa256c3e7b5a28a852f5e928b104bc637fc/norse/torch/functional/superspike.py#L33

Classes

SuperSpike(*args, **kwargs)

Define Surrogate Gradient ‘SuperSpike’ (negative side of Fast Sigmoid) See: https://arxiv.org/abs/1705.11146

Functions

hxtorch.spiking.functional.superspike.superspike_func(input: torch.Tensor, alpha: float) → torch.Tensor