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20152020
most citedTowards End-to-End Speech Recognition with Deep Convolutional Neural Networks

71 citations · 206 across the 5 of their papers we have counts for

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Showing 2016Show all

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cs.SC2016

Theano: A Python framework for fast computation of mathematical expressions

The Theano Development Team, Rami Al-Rfou, Guillaume Alain +110

Theano is a Python library that allows to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Since its introduction, it has bee…

cs.LG2016★ 55 cited

Recurrent Batch Normalization

Tim Cooijmans, Nicolas Ballas, César Laurent +2

We propose a reparameterization of LSTM that brings the benefits of batch normalization to recurrent neural networks. Whereas previous works only apply batch normalization to the i…