“Bringing the Power of Gradient-based optimization to spiking neural networks” We are happy to announce that our tutorial paper on Surrogate Gradient Learning in spiking neural networks now appeared in the IEEE Signal Processing Magazine.Continue reading
Tag: surrogate gradients
Tutorial on surrogate gradient learning in spiking networks online
Please try this at home! I just put up a beta version of a tutorial showing how to train spiking neural networks with surrogate gradients using PyTorch: https://github.com/fzenke/spytorch Emre, Hesham, and myself are planning toContinue reading
Cosyne 2019 — Talks & poster resources
I am eagerly anticipating fun discussions at Cosyne 2019. We have a poster at the main meeting and I will give two talks at the workshops. If biological learning and spiking neural networks tickle yourContinue reading
Talk at MPI Göttingen on June 28th
Thrilled to share the latest results on learning in multi-layer spiking networks using biologically plausible surrogate gradients at the “Third workshop on advanced methods in theoretical neuroscience” at the Max Planck Institute for Dynamics andContinue reading