Search Results for author: Çağlar Gülçehre

Found 2 papers, 2 papers with code

Recurrent Batch Normalization

3 code implementations30 Mar 2016 Tim Cooijmans, Nicolas Ballas, César Laurent, Çağlar Gülçehre, Aaron Courville

We propose a reparameterization of LSTM that brings the benefits of batch normalization to recurrent neural networks.

General Classification Language Modelling +3

Knowledge Matters: Importance of Prior Information for Optimization

1 code implementation17 Jan 2013 Çağlar Gülçehre, Yoshua Bengio

We explore the effect of introducing prior information into the intermediate level of neural networks for a learning task on which all the state-of-the-art machine learning algorithms tested failed to learn.

Unsupervised Pre-training

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