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 Jisihi
- Niklas Hambüchen
- Razvan Marinescu
- Lukasz Severyn
