NPL（一一）：NTM

NPL（一一）：NTM NTM

2019/10/07

Neural Turing Machine

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// The mostly complete chart of Neural Networks, explained

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// The mostly complete chart of Neural Networks, explained

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// Attention  Attention!

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// Attention  Attention!

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// The Neural Turing Machine - Aidan Gomez - Medium

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References

◎ Paper

# NTM

Graves, Alex, Greg Wayne, and Ivo Danihelka. "Neural turing machines." arXiv preprint arXiv:1410.5401 (2014).

https://arxiv.org/pdf/1410.5401.pdf

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◎ 英文參考資料

A Tour of Recurrent Neural Network Algorithms for Deep Learning
https://machinelearningmastery.com/recurrent-neural-network-algorithms-for-deep-learning/

# NTM
Attention  Attention!
https://lilianweng.github.io/lil-log/2018/06/24/attention-attention.html 

# NTM
# 204 claps
The Neural Turing Machine - Aidan Gomez - Medium
https://medium.com/@aidangomez/the-neural-turing-machine-79f6e806c0a1

The mostly complete chart of Neural Networks, explained
https://towardsdatascience.com/the-mostly-complete-chart-of-neural-networks-explained-3fb6f2367464

Neural Turing Machines  Perils and Promise
https://blog.talla.com/neural-turing-machines-perils-and-promise

NTM-Lasagne  A Library for Neural Turing Machines in Lasagne
https://medium.com/snips-ai/ntm-lasagne-a-library-for-neural-turing-machines-in-lasagne-2cdce6837315


◎ 簡體中文參考資料

# 概述
一文看尽深度学习RNN：为啥就它适合语音识别、NLP与机器翻译？ - Python开发社区 _ CTOLib码库
https://www.ctolib.com/topics-121320.html 

模型那么多，该怎么选择呢？这里有27种神经网络的图解_36氪
https://36kr.com/p/5115489

神经图灵机深度讲解：从图灵机基本概念到可微分神经计算机 _ 机器之心
https://www.jiqizhixin.com/articles/2017-04-11-7
 
# NTM 本質是一個使用外部存儲矩陣進行 attentive interaction 機制的 RNN
神经网络图灵机的通俗解释和详细过程及应用？ - 知乎
https://www.zhihu.com/question/42029751

记忆网络之Neural Turing Machines - 知乎
https://zhuanlan.zhihu.com/p/30383994