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.

U: float

Alias for field number 3

count(value, /)

Return number of occurrences of value.

index(value, start=0, stop=9223372036854775807, /)

Return first index of value.

Raises ValueError if the value is not present.

tau_d_inv: float

Alias for field number 2

tau_f_inv: float

Alias for field number 0

tau_s_inv: float

Alias for field number 1