LSTM和RNN 入门tutorials

最近在研究LSTM和RNN,关于这两个的基本概念可以自行wiki。

主要的资料如下:

1.博客以及资源链接:

http://m.csdn.net/article/2015-08-28/2825569

http://www.cnblogs.com/tornadomeet/p/3439503.html

http://www.csdn.net/article/2015-09-14/2825693

http://www.csdn.net/article/2015-06-05/2824880

https://github.com/kjw0612/awesome-rnn

特别推荐:http://colah.github.io/posts/2015-08-Understanding-LSTMs/

2.论文以及survey:

P1:A Critical Review of Recurrent Neural Networks for sequence learning

P2:visualizing and understanding recurrent networks

P3:sequence-to-sequence-learning-with-neural-networks

P4:Deep Visual-Semantic Alignments for Generating Image Descriptions

P5:Long-term Recurrent Convolutional Networks for Visual Recognition and Description

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