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.))

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