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experiments Added missing permuted flag. May 12, 2016
paper camera ready Feb 28, 2017
results/iclr update attr model names in figures i guess Nov 4, 2016
.gitignore Initial commit Feb 15, 2016 Update Feb 3, 2017 Update memory task to deal with pop statistics Mar 17, 2016 time steps Jul 20, 2016 changes for ptb evaluation Mar 28, 2016 add debugging helper Sep 12, 2016 add activation/gradient plotting script Feb 24, 2016 update Mar 14, 2016 facilitate dumping hidden states of pickled models Apr 12, 2016

This repository contains the code that was used for the Sequential MNIST, Penn Treebank and text8 experiments in the paper Recurrent Batch Normalization ( For the Attentive Reader, see

The experiments directory contains shell scripts that demonstrate how to launch the experiments with the hyperparameters from the paper.

Depends on Theano, Blocks and Fuel.

Other implementations: