这是在公司做培训时制作的PPT，教程对循环神经网络以及其应用进行了简单地介绍，主要分为以下六个部分：

1. Why do we need Recurrent Neural Networks?
2. Vanilla Recurrent Neural Network
3. Backpropagation Through Time (BPTT)
4. Gradient exploding/vanishing problem
5. Long Short Term Memory (LSTM)
6. The applications of RNNs

由于是花了很多时间做的，还是希望能帮助更多的人，故将其放到博客上来。

Why do we need Recurrent Neural Networks?

Vanilla Recurrent Neural

Backpropagation Through Time (BPTT)

Gradient exploding/vanishing problem

Long Short Term Memory (LSTM)

The applications of RNNs

原文地址https://www.cnblogs.com/xugenpeng/p/10442712.html