rnn 相关

gate rnn

rnn-lstm text

Deep Sentence Embedding Using the Long Short Term Memory Network:
Analysis and Application to Information Retrieval

SEMANTIC MODELLING WITH LONG-SHORT-TERM
MEMORY FOR INFORMATION RETRIEVAL

应该非常好
lstm 推导
http://www.overcomplete.net/papers/nn2012.pdf

Supervised Sequence Labelling with Recurrent
Neural Networks: 对rnn和 lstm 都有详细介绍 风格简单 推荐
http://www.cs.toronto.edu/~graves/preprint.pdf

rnn bptt 推导 写的很好
http://ir.hit.edu.cn/~jguo/docs/notes/bptt.pdf

LSTM讨论贴