norse.torch.functional.TsodyksMakramParameters

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)[source]#

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