/smart-synapses

Smart synapse mechanisms in ANN

Primary LanguagePython

About

This project is a collection of different smart synapse mechanisms in ANN. The name "smart synapse" I took from the article Beyond Hebb: exclusive-OR and biological learning. Klemm 2000. Thus the first script klemm/original in this collection is an implementation of that article. I didn't use any neural networks frameworks. Everything is done in plain Numpy. klemm/experimental is just a place to experiment on the original. It shows that an intuitive plasticity rule works pretty bad. Errors get increased very fast.