/Spiky.jl

A guide to Spiking Neural Networks

Primary LanguageJulia

Spiky.jl

A framework written in Julia, providing set of tools, which can be used for developemnt Spiking Neural Networks (SNNs).

Work in progress

What are Spiking Neural Networks?

A great place to get started would be the Deep Learning in Spiking Neural Networks.[1]. The paper provides a great overview of where the field is today, different learning approaches, as well as results obtained by various architectures on MNIST classification. Go read the paper.

Learning Rules

Bibliography

  1. Tavanaei, Amirhossein & Ghodrati, Masoud & Kheradpisheh, Saeed Reza & Masquelier, Timothée & Maida, Anthony. (2018). Deep Learning in Spiking Neural Networks. Neural Networks. 10.1016/j.neunet.2018.12.002.