Earlier videos:
https://www.youtube.com/playlist?list=PLWKotBjTDoLj3rXBL-nEIPRN9V3a9Cx07
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-Understanding-LSTMs/
The Unreasonable Effectiveness of Recurrent Neural Networks by Andrej Karpathy:
http://karpathy.github.io/2015/05/21/rnn-effectiveness/
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
#deeplearning #machinelearning
