What are some fundamental deep learning papers for which code and data is available to reproduce the result and on the way grasp deep lea…

Answer by Yoshua Bengio:

Here are some (paper, code url) pairs from deep learning research:

(Page on Toronto and Home Page of Geoffrey Hinton)
(Page on Toronto, Home Page of Ruslan R Salakhutdinov)
(Page on Wustl, https://github.com/ynd/cae.py)
(Page on Icml, https://github.com/lisa-lab/pyle…)
(Page on Jmlr, pylearn2)
(On the difficulty of training recurrent neural networks, trainingRNNs)
(ImageNet Classification with Deep Convolutional Neural Networks, cuda-convnet – High-performance C++/CUDA implementation of convolutional neural networks – Google Project Hosting)
(Linguistic Regularities in Continuous Space Word Representations,
word2vec – Tool for computing continuous distributed representations of words. – Google Project Hosting)

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