norse.torch.functional.STDPSensorParameters

norse.torch.functional.STDPSensorParameters#

class norse.torch.functional.STDPSensorParameters(eta_p: Tensor = tensor(1.), eta_m: Tensor = tensor(1.), tau_ac_inv: Tensor = tensor(10.), tau_c_inv: Tensor = tensor(10.))[source]#

Parameters of an STDP sensor as it is used for event driven plasticity rules.

Parameters:

eta_p (torch.Tensor): correlation state eta_m (torch.Tensor): anti correlation state tau_ac_inv (torch.Tensor): anti-correlation sensor time constant tau_c_inv (torch.Tensor): correlation sensor time constant

__init__()#

Methods

__init__()

count(value, /)

Return number of occurrences of value.

index(value[, start, stop])

Return first index of value.

Attributes

eta_m

Alias for field number 1

eta_p

Alias for field number 0

tau_ac_inv

Alias for field number 2

tau_c_inv

Alias for field number 3