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Attractor Neural Networks for Modelling Associative Memory
==========================================================

[![Build Status](https://travis-ci.org/imperialhopfield/hopfield.png)](https://travis-ci.org/imperialhopfield/hopfield)

A third year Computing group project at [Imperial College London](http://www3.imperial.ac.uk/computing/), supervised by [Prof. Abbas Edalat](https://www.doc.ic.ac.uk/~ae/).

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

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