I have two questions:
1- What are the applications of recurrent neural networks?
2- Can you recommend some good resources/papers/tutorials that introduce recurrent neural networks?
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The major applications of Recurrent Neural Network (RNN) is sequence modelling. Applications like Machine Translation, Named Entity Recognition, Part-of-Speech Tagging etc.(since, i work in NLP, all the examples are from NLP)
Some of the resources which I found helpful for a beginner are:
Specifically the part on Backpropagation Through Time was well explained in the thesis.