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下面为Deep Learning 的相关资源,希望能给对此有兴趣的提供帮助。
一、Deep Learning 方面几个大牛的主页
1、提出者Geoffrey E. Hinton的主页: http://www.cs.toronto.edu/~hinton/
2、美籍华裔大牛Andrew Ng 的主页:http://robotics.stanford.edu/~ang/
二、部分资源
1、Rachel-Zhang的博客(有许多机器学习的资源):http://blog.csdn.net/abcjennifer/article/details/27170627
2、Neural Networks and Deep Learning:http://neuralnetworksanddeeplearning.com/
3、A Deep Learning Tutorial: From Perceptrons to Deep Networks:
4、Deep Learning:https://developer.nvidia.com/deep-learning
5、Deep Learning 教程翻译:http://blog.sina.com.cn/s/blog_46d0a3930101h6nf.html
6、Toronto Deep Learning Demo:http://deeplearning.cs.toronto.edu/
7、Deep Learning学习笔记:http://blog.csdn.net/zouxy09/article/category/1387932
8、百度深度学习实验室:http://idl.baidu.com/index.html
9、CMU的Deep Learning课程:http://deeplearning.cs.cmu.edu/
10、Deep Learning and Shallow Learning:
http://freemind.pluskid.org/machine-learning/deep-learning-and-shallow-learning/
11、阐述无监督特征学习和深度学习的主要观点的教程:
http://ufldl.stanford.edu/wiki/index.php/UFLDL
12、Deep Learning学习体会:
http://www.cnblogs.com/JackOne/archive/2013/02/19/DeepLearning-FirstBoold.html
13、Deep Learning Methods for Vision:http://cs.nyu.edu/~fergus/tutorials/deep_learning_cvpr12/
14、Deep Learning的一个比较全面的网站:http://deeplearning.net/
15、Deep Learning的视频教程:A tutorial on deep learning - Video
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