1 code implementation • NeurIPS 2021 • Lukas Braun, Tim Vogels
Using sparse feedback signals that indicate target spike times, and gradient-based parameter updates, we show that the intrinsic parameters can be learned along with the synaptic weights to produce specific input-output functions.
no code implementations • NeurIPS 2020 • Basile Confavreux, Friedemann Zenke, Everton Agnes, Timothy Lillicrap, Tim Vogels
Instead of experimental data, the rules are constrained by the functions they implement and the structure they are meant to produce.