hopfield

Hopfield Networks, Boltzmann Machines and Clusters https://github.com/imperialhopfield/hopfield

Latest on Hackage:0.1.0.2

This package is not currently in any snapshots. If you're interested in using it, we recommend adding it to Stackage Nightly. Doing so will make builds more reliable, and allow stackage.org to host generated Haddocks.

MIT licensed by Mihaela Rosca, Lukasz Severyn, Niklas Hambuechen, Razvan Marinescu, Wael Al Jisihi
Maintained by Niklas Hambuechen

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.

comments powered byDisqus