Deep Learning 的Matlab工具箱

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DeepLearnToolbox

看起来是一个硕士生的毕业论文内容。不得不感叹大牛的学生水平就是高啊。

这个工具箱已经公开在了 github 网站上:https://github.com/rasmusbergpalm/DeepLearnToolbox

这位就是工具箱的作者。(image credit: Rasmus Berg Palm)

下面是工具箱的介绍,对这方面有兴趣的童鞋可以下载试用,欢迎留言反馈感想!

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A Matlab toolbox for Deep Learning.

Deep Learning is a new subfield of machine learning that focuses on learning deep hierarchical models of data. It is inspired by the human brain's apparent deep (layered, hierarchical) architecture. A good overview of the theory of Deep Learning theory is Learning Deep Architectures for AI

For a more informal introduction, see the following videos by Geoffrey Hinton and Andrew Ng.

  • The Next Generation of Neural Networks (Hinton, 2007)
  • Recent Developments in Deep Learning (Hinton, 2010)
  • Unsupervised Feature Learning and Deep Learning (Ng, 2011)

If you use this toolbox in your research please cite Prediction as a candidate for learning deep hierarchical models of data


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