RNN神经网络- 吴恩达Andrew Ng 循环神经网络Recurrent Neural Networks Week1 知识总结

Posted 2021-09-10 架构师易筋

1. Why sequence models? - Recurrent Neural Networks

2. Notation - Recurrent Neural Networks

3. Recurrent Neural Network Model

![在这里插入图片描述](https://img-blog.csdnimg.cn/7c7d0cd5067842068e059cedf93156b5.png#pic_center =600x

4. Backpropagation through time - Recurrent Neural Networks

5. Different types of RNNs - Recurrent Neural Networks

6. Language model and sequence generation - Recurrent Neural Networks

7. Sampling novel sequences - Recurrent Neural Networks

8. Vanishing gradients with RNNs - Recurrent Neural Networks

9. Gate Recurrent Unit (GRU) - Recurrent Neural Networks

10. LSTM (long short term memory) unit - Recurrent Neural Networks

11. Bidirectional RNN - Recurrent Neural Networks

12. Deep RNNs - Recurrent Neural Networks

参考

https://www.coursera.org/learn/nlp-sequence-models/supplement/TsCLx/lectures-in-pdf