hxtorch.spiking.functional.lif.CUBALIFParams

class hxtorch.spiking.functional.lif.CUBALIFParams(tau_mem: torch.Tensor, tau_syn: torch.Tensor, refractory_time: torch.Tensor = tensor(0.), leak: torch.Tensor = tensor(0.), threshold: torch.Tensor = tensor(1.), reset: torch.Tensor = tensor(0.), alpha: float = 50.0, method: str = 'superspike')

Bases: tuple

Parameters for CUBA LIF integration and backward path

__init__(): Initialize self. See help(type(self)) for accurate signature.

Methods

Attributes

`alpha`	Alias for field number 6
`leak`	Alias for field number 3
`method`	Alias for field number 7
`refractory_time`	Alias for field number 2
`reset`	Alias for field number 5
`tau_mem`	Alias for field number 0
`tau_syn`	Alias for field number 1
`threshold`	Alias for field number 4

alpha: float: Alias for field number 6

leak: torch.Tensor: Alias for field number 3

method: str: Alias for field number 7

refractory_time: torch.Tensor: Alias for field number 2

reset: torch.Tensor: Alias for field number 5

tau_mem: torch.Tensor: Alias for field number 0

tau_syn: torch.Tensor: Alias for field number 1

threshold: torch.Tensor: Alias for field number 4