图解LSTM
Long_Short_Term_Memory
Web Page
TensorFlow官方LSTM教程（colah大神Blog）：Understanding LSTM Networks (英文)
简书Not_GOD译文：[译] 理解 LSTM 网络
Wikipedia：Long_short-term_memory
theano官网的LSTM教程+代码：LSTM Networks for Sentiment Analysis
Andrej Karpathy's blog：The Unreasonable Effectiveness of Recurrent Neural Networks
WILDML |AIDeep LearningNLP：IMPLEMENTING A GRU/LSTM RNN WITH PYTHON AND THEANO
Schmidhuber的一个LSTM教程：Long Short-Term Memory: Tutorial on LSTM Recurrent Networks
Nico's blog：Simple LSTM，Github链接，参考Paper
如何用torch实现一层的lstm：LSTM implementation explained
牛津大学的Nando de Freitas教授的deep learning课程中关于RNN和LSTM的视频和讲义：Lecture 12: Recurrent neural networks and LSTMs
Anyone Can Learn To Code an LSTM-RNN in Python (Part 1: RNN)
Long Short-Term Memory | Neural Computation | MIT Press Journals
[知乎] 有哪些LSTM(Long Short Term Memory)和RNN(Recurrent)网络的教程？
Hinton老先生的公开课：Neural Networks for Machine Learning讲LSTM
csdn Blog ：循环神经网络(RNN, Recurrent Neural Networks)介绍
csdn Blog ：LSTM简介以及数学推导(FULL BPTT)
csdn Blog ：论文阅读：A Critical Review of Recurrent Neural Networks for Sequence Learning
知乎：循环神经网络——实现LSTM|Gitbook - 循环神经网络——介绍
Eric Yuan's Blog：Recurrent Neural Networks II — LSTM
Paper
A Critical Review of Recurrent Neural Networks for Sequence LearningarXiv. 1506.00019
Supervised Sequence Labelling with Recurrent Neural Networks(Alex Graves. toronto.)
LONG SHORT-TERM MEMORYcmu. cs.
LSTM: A Search Space OdysseyarXiv. 1503.04069
Neural Turing MachinesarXiv. 1410.5401
Github Project
Github lstm项目搜索：https://github.com/search?utf8=%E2%9C%93&q=lstm
https://github.com/wojzaremba/lstm(Lua)
https://github.com/nicodjimenez/lstm(Python)
https://github.com/junhyukoh/caffe-lstm(C++)
https://github.com/karpathy/char-rnn(Lua)
https://github.com/lipiji/rnn-theano(Python theno)
https://github.com/dophist/kaldi-lstm(C++ kaldi-lstm)
https://github.com/viorik/ConvLSTM(Lua ConvLSTM)
https://github.com/huashiyiqike/LSTM-MATLAB(MATLAB)
Implementing Multiple Layer Neural Network from Scratch：
https://github.com/pangolulu/neural-network-from-scratch(Python)
