hxtorch.spiking.functional.lif.CUBALIFParams

class hxtorch.spiking.functional.lif.CUBALIFParams(tau_mem_inv: torch.Tensor, tau_syn_inv: torch.Tensor, tau_ref: torch.Tensor = tensor(0.), v_leak: torch.Tensor = tensor(0.), v_th: torch.Tensor = tensor(1.), v_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
`method`	Alias for field number 7
`tau_mem_inv`	Alias for field number 0
`tau_ref`	Alias for field number 2
`tau_syn_inv`	Alias for field number 1
`v_leak`	Alias for field number 3
`v_reset`	Alias for field number 5
`v_th`	Alias for field number 4

alpha: float: Alias for field number 6

method: str: Alias for field number 7

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

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

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

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

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

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