norse.torch.functional.stp_step

norse.torch.functional.stp_step(z: torch.Tensor, s: norse.torch.functional.tsodyks_makram.TsodyksMakramState, p: norse.torch.functional.tsodyks_makram.TsodyksMakramParameters, dt: float = 0.001) → Tuple[torch.Tensor, norse.torch.functional.tsodyks_makram.TsodyksMakramState]

Euler integration step for Tsodyks Makram model of STP.

Reference: http://www.scholarpedia.org/article/Short-term_synaptic_plasticity

Parameters:

z (torch.Tensor): Input spikes s (TsodyksMakramState): State of the Tsodyks-Makram model p (TsodyksMakramParameters): Parameters of the Tsodyks-Makram model dt (float): Euler integration timestep