Attractor Neural Networks for Modelling Associative Memory

A third year Computing group project at Imperial College London, supervised by Prof. Abbas Edalat.

Get it from Hackage via: cabal install hopfield.

Our report: https://github.com/imperialhopfield/hopfield/raw/master/report/report.pdf

Features

This project implements (in Haskell):

• Hopfield Networks
• Clusters and Super Attractors
• The Restricted Boltzmann Machine
• A Boltzmann Machine for classification

and comes with a range of experiments to evaluate their properties.

License

MIT licensed. We appreciate a mention if our code or results were useful for you.

Written by:

• Mihaela Rosca
• Wael Al Jishi
• Niklas Hambüchen
• Razvan Marinescu
• Lukasz Severyn