RNN

RNN(Recurrent Neural Networks)循环神经网络

广泛应用于自然语言处理(NLP,Natural Language Processing)

Back Propagation Through Time

Vanishing gradient problem

LSTM,

长期依赖,long term dependencies

the clouds are in the sky,推测最后一个词sky

I grew up in France...I speak fluent French,推测最后一个词French,间隔比较大

定向循环,可以持久化信息

人们阅读时,都是基于之前的积累来理解当前的词,而不总是从一片空白开始。

 序列

参考链接:

http://www.wildml.com/2015/09/recurrent-neural-networks-tutorial-part-1-introduction-to-rnns/

原文地址:https://www.cnblogs.com/yangwenhuan/p/8046450.html