norse.torch.functional.TsodyksMakramParameters

class norse.torch.functional.TsodyksMakramParameters(tau_f_inv: float = 20.0, tau_s_inv: float = 50.0, tau_d_inv: float = 1.3333333333333333, U: float = 0.45)

Parameters of the Tsodyks-Makram Model

Parameters:

tau_f_inv (float): facilitation time constant (in ms). tau_s_inv (float): synaptic time constant (in ms). tau_d_inv (float): depressing time constant (in ms). U (float): size of the jump in the utilization variable.

__init__()

Methods

__init__()
count(value, /)	Return number of occurrences of value.
index(value[, start, stop])	Return first index of value.

Attributes

U	Alias for field number 3
tau_d_inv	Alias for field number 2
tau_f_inv	Alias for field number 0
tau_s_inv	Alias for field number 1