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
On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools

Jun 25, 2020
Ryan Vogt, Maximilian Puelma Touzel, Eli Shlizerman, Guillaume Lajoie

* Associated github repository: https://github.com/shlizee/lyapunov-hyperopt 

  Access Paper or Ask Questions

Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics

May 28, 2019
Giancarlo Kerg, Kyle Goyette, Maximilian Puelma Touzel, Gauthier Gidel, Eugene Vorontsov, Yoshua Bengio, Guillaume Lajoie


  Access Paper or Ask Questions