Deep Learning

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1、大牛Yoshua Bengio综述，Learning Deep Architectures for AI，网址http://www.iro.umontreal.ca/~lisa/pointeurs/TR1312.pdf

2、 Deep learning思想的三篇文章：

Hinton, G. E., Osindero, S. and Teh, Y., A fast learning algorithm for deep belief netsNeural Computation 18:1527-1554, 2006
Yoshua Bengio, Pascal Lamblin, Dan Popovici and Hugo Larochelle, Greedy Layer-Wise Training of Deep Networks, in J. Platt et al. (Eds), Advances in Neural Information Processing Systems 19 (NIPS 2006), pp. 153-160, MIT Press, 2007<比较了RBM和Auto-encoder>
Marc’Aurelio Ranzato, Christopher Poultney, Sumit Chopra and Yann LeCun Efficient Learning of Sparse Representations with an Energy-Based Model, in J. Platt et al. (Eds), Advances in Neural Information Processing Systems (NIPS 2006), MIT Press, 2007<将稀疏自编码用于回旋结构(convolutional architecture)>

3、 Deep learning学习笔记整理

http://blog.csdn.net/zouxy09/article/details/8775518

4、Deep learning入门系列

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