This document discusses two papers on deep learning techniques: a 2006 paper by Yoshua Bengio et al. that proposed greedy layer-wise training of deep networks, and a 1995 paper by Geoffrey Hinton et al. that introduced the wake-sleep algorithm for unsupervised neural networks training. Links and references for additional reading on both papers are provided.

1. © SuperDataScienceDeep Learning A-Z

2. © SuperDataScienceDeep Learning A-Z
Hidden
Nodes
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3. © SuperDataScienceDeep Learning A-Z
Greedy Layer-Wise Training of
Deep Networks
By Yoshua Bengio et al. (2006)
Link:
http://www.iro.umontreal.ca/~lisa/pointeurs/BengioNips2006All.pdf
Additional Reading:

4. © SuperDataScienceDeep Learning A-Z
The wake-sleep algorithm for
unsupervised neural networks
By Geoffrey Hinton et al. (1995)
Link:
http://www.gatsby.ucl.ac.uk/~dayan/papers/hdfn95.pdf
Additional Reading: