Recurrent Neural Networks

Earlier videos:
   • Deep Learning Crash Course  

References and further reading:

Deep Learning by Ian Goodfellow:
http://www.deeplearningbook.org/

Understanding LSTM Networks by Chris Olah:
http://colah.github.io/posts/2015-08-...

The Unreasonable Effectiveness of Recurrent Neural Networks by Andrej Karpathy:
http://karpathy.github.io/2015/05/21/...

Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling:
https://arxiv.org/pdf/1412.3555.pdf

WaveNet: a Generative Model for Raw Audio:
https://arxiv.org/pdf/1609.03499.pdf

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling:
https://arxiv.org/pdf/1803.01271.pdf

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