@hackage / hopfield

Hopfield Networks, Boltzmann Machines and Clusters

Latest0.1.0.2

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  • Last updated , by NiklasHambuechen
  • License MIT

  • Maintained by: Niklas Hambuechen <mail@nh2.me>

  • Lottery factor: 0

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Readme

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.