AI 從頭學（八）：The Net from Mark

AI 從頭學（八）：The Net from Mar

2016/12/20

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Fig. The Net（圖片來源：Pixabay）。

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References

◎ Neural Networks by Hugo Larochelle

[1] 精簡版：
https://www.youtube.com/watch?v=SGZ6BttHMPw&list=PL5suWBuBcTTwBotGhOK4vM1kCFnn8TZug

[2] 完整版：
https://www.youtube.com/watch?v=SGZ6BttHMPw&list=PL6Xpj9I5qXYEcOhn7TqghAJ6NAPrNmUBH

[3] The Deep End of Deep Learning | Hugo Larochelle | TEDxBoston
https://www.youtube.com/watch?v=dz_jeuWx3j0

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◎ Torch

[1] Wiki：Torch is an open source machine learning library, a scientific computing framework, and a script language based on the Lua programming language.
https://en.wikipedia.org/wiki/Torch_%28machine_learning%29

[2] 2011_Torch7, A Matlab-like Environment for Machine Learning

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◎ SpatialConvolution

[3] 2002_Tutorial on Convolutions - Torch

[4] nn_SpatialConvolution.lua at master · torch_nn · GitHub
https://github.com/torch/nn/blob/master/SpatialConvolution.lua

[5] difference between SpatialConvolution and SpatialConvolutionMM
https://groups.google.com/forum/#!topic/torch7/VKU7FwvxVJQ 

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◎ SpatialMaxPooling

[6] nn_SpatialMaxPooling.lua at master · torch_nn · GitHub
https://github.com/torch/nn/blob/master/SpatialMaxPooling.lua 

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◎ Lua

[7] Wiki：Lua is a lightweight multi-paradigm programming language designed primarily for embedded systems and clients. Lua is cross-platform since it is written in ANSI C, and has a relatively simple C API.
https://en.wikipedia.org/wiki/Lua_%28programming_language%29

[8] 2013_Programming in Lua

[9] 2007_Beginning Lua Programming

[10] 2006_Programming in Lua

[11] 2006_Lua 5_1 Reference Manual