BN

BN

2019/12/17

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// [ML筆記] Batch Normalization

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// An Intuitive Explanation of Why Batch Normalization Really Works (Normalization in Deep Learning Part 1) _ Machine Learning Explained

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References

# Batch Normalization

Ioffe, Sergey, and Christian Szegedy. "Batch normalization: Accelerating deep network training by reducing internal covariate shift." International conference on machine learning. 2015.

http://proceedings.mlr.press/v37/ioffe15.pdf 

Notes for 'Batch Normalization  Accelerating Deep Network Training by Reducing Internal Covariate Shift' paper · GitHub
https://gist.github.com/shagunsodhani/4441216a298df0fe6ab0

An Intuitive Explanation of Why Batch Normalization Really Works (Normalization in Deep Learning Part 1) _ Machine Learning Explained
https://mlexplained.com/2018/01/10/an-intuitive-explanation-of-why-batch-normalization-really-works-normalization-in-deep-learning-part-1/

Batch Normalization原理与实战 - 知乎
https://zhuanlan.zhihu.com/p/34879333

Batch Normalization导读 - 知乎
https://zhuanlan.zhihu.com/p/38176412 

[ML筆記] Batch Normalization
http://violin-tao.blogspot.com/2018/02/ml-batch-normalization.html