@hackage hopfield0.1.0.0

Hopfield Networks, Boltzmann Machines and Clusters

Categories
License
MIT
Maintainer
Niklas Hambüchen <mail@nh2.me>
Links
Versions
- 0.1.0.2 Wed, 9 Apr 2014
- 0.1.0.1 Thu, 12 Dec 2013
- 0.1.0.0 Fri, 12 Jul 2013

Installation
In your cabal file:
Dependencies (16)
- array >=0.4.0.0
- base >=4 && <=5
- deepseq >=1.3.0.0
- parallel >=3.1.0.1
- random >=1.0.1.1
- vector >=0.9.1
Dependents (1)
@hackage/acme-everything

Attractor Neural Networks for Modelling Associative Memory

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

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

This projects implements:

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.