/spytorch

Tutorial for surrogate gradient learning in spiking neural networks

Primary LanguageJupyter Notebook

SpyTorch

A tutorial on surrogate gradient learning in spiking neural networks

Version: 0.2

This repository contains tutorial files to get you started with the basic ideas of surrogate gradient learning in spiking neural networks using PyTorch.

Feedback and contributions are welcome.

For more information on surrogate gradient learning please refer to: Neftci, E.O., Mostafa, H., and Zenke, F. (2019). Surrogate Gradient Learning in Spiking Neural Networks. https://arxiv.org/abs/1901.09948

Also see https://github.com/nmi-lab/dcll/tree/master/tutorials

Copyright and license

Copyright 2019 Friedemann Zenke, https://fzenke.net

This work is licensed under a Creative Commons Attribution 4.0 International License. http://creativecommons.org/licenses/by/4.0/