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LSTM

LSTM是一种时间递归神经网络(RNN)[1]，论文首次发表于1997年。由于独特的设计结构，LSTM适合于处理和预测时间序列中间隔和延迟非常长的重要事件。

Understanding LSTM Networks -- colah's blog
- http://colah.github.io/posts/2015-08-Understanding-LSTMs/
RNN and LSTM - handong1587 | TensorFlow RNN Tutorial
- https://handong1587.github.io/deep_learning/2015/10/09/rnn-and-lstm.html
有哪些LSTM(Long Short Term Memory)和RNN(Recurrent)...
- https://www.zhihu.com/question/29411132
斯坦福CS231n课程作业# 3简介
- https://zhuanlan.zhihu.com/p/21946525
揭开知识库问答KB-QA的面纱1·简介篇
- https://zhuanlan.zhihu.com/p/25735572
高频交易实盘中，如何提高按对价(bid-ask)执行限价单(limit...
- https://www.zhihu.com/question/52994625/answer/262864984
如何看待俄罗斯地底钻探到地狱入口之谜？ - 知乎
- https://www.zhihu.com/question/22780534
《Improved Semantic Representations From Tree-Structured...
- https://zhuanlan.zhihu.com/p/26261371
如何评价 Long Term Capital Management？ - 知乎
- https://www.zhihu.com/question/22647628/answer/22209446
LSTM Networks应用于股票市场探究
- https://zhuanlan.zhihu.com/p/27112144
Deep State-based Model
- https://keeperovswords.github.io/StateBaseDeepModel/main/2017/06/02/long-short-term-memory.html
[Deep Learning] Long Short Term Memory - (LSTM) Networks
- https://weimin17.github.io/2017/10/Deep-Learning-Long-Short-Term-Memory-LSTM-Networks/
Resources
- https://elham-khanche.github.io/blog/RNNs_and_LSTM/
Sequence Models and Long-Short Term Memory Networks...
- https://seba-1511.github.io/tutorials/beginner/nlp/sequence_models_tutorial.html
如何评价最近比较火的LSTM？ - 知乎
- https://www.zhihu.com/question/27017697
《Bidirectional Recurrent Convolutional Neural Network for...
- https://zhuanlan.zhihu.com/p/22683996
Stages of Memory: Sensory, Short-Term, and Long-Term...
- https://saylordotorg.github.io/text_introduction-to-psychology/s12-01-memories-as-types-and-stages.html
2.3 Long-Short Term Memory (LSTM) for Text Normalization
- http://noisy-text.github.io/pdf/WNUT17.pdf
深度学习算法哪些适用于文本处理？ - 知乎
- https://www.zhihu.com/question/29910333
有哪些LSTM(Long Short Term Memory)和RNN(Recurrent)...
- https://www.zhihu.com/question/29411132/answer/51539415

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