Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
From Language Games to Drawing Games

Oct 06, 2020
Chrisantha Fernando, Daria Zenkova, Stanislav Nikolov, Simon Osindero


  Access Paper or Ask Questions

Hierarchical Representations for Efficient Architecture Search

Feb 22, 2018
Hanxiao Liu, Karen Simonyan, Oriol Vinyals, Chrisantha Fernando, Koray Kavukcuoglu

* Accepted as a conference paper at ICLR 2018 

  Access Paper or Ask Questions

Population Based Training of Neural Networks

Nov 28, 2017
Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu


  Access Paper or Ask Questions

PathNet: Evolution Channels Gradient Descent in Super Neural Networks

Jan 30, 2017
Chrisantha Fernando, Dylan Banarse, Charles Blundell, Yori Zwols, David Ha, Andrei A. Rusu, Alexander Pritzel, Daan Wierstra


  Access Paper or Ask Questions

Convolution by Evolution: Differentiable Pattern Producing Networks

Jun 08, 2016
Chrisantha Fernando, Dylan Banarse, Malcolm Reynolds, Frederic Besse, David Pfau, Max Jaderberg, Marc Lanctot, Daan Wierstra


  Access Paper or Ask Questions

Learning to Generate Genotypes with Neural Networks

Apr 14, 2016
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando


  Access Paper or Ask Questions

A Denoising Autoencoder that Guides Stochastic Search

Apr 06, 2014
Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando

* Submitted to Parallel Problem Solving from Nature 2014 

  Access Paper or Ask Questions

Design for a Darwinian Brain: Part 2. Cognitive Architecture

Mar 28, 2013
Chrisantha Fernando, Vera Vasas

* Submitted as Part 2 to Living Machines 2013, Natural History Museum, London. Code available on github as it is being developed to implement the cognitive architecture above, here... https://github.com/ctf20/DarwinianNeurodynamics 

  Access Paper or Ask Questions

Design for a Darwinian Brain: Part 1. Philosophy and Neuroscience

Mar 28, 2013
Chrisantha Fernando

* Darwinian Neurodynamics. Submitted as a two part paper to Living Machines 2013 Natural History Museum, London 

  Access Paper or Ask Questions