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Representation learning, especially which by using deep learning, has been widely applied in classification.
Information processing in dynamical systems: Foundations of harmony theory
Smolensky, Paul · 1986
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Modèles connexionnistes de l’apprentissage
Le Cun, Yann · 1987
Earlier work this paper cites.
Auto-association by multilayer perceptrons and singular value decomposition
Bourlard, Hervé and Kamp, Yves · 1988
Earlier work this paper cites.
Autoencoders, minimum description length, and helmholtz free energy
Hinton, Geoffrey E and Zemel, Richard S · 1994
Earlier work this paper cites.
A fast learning algorithm for deep belief nets
Hinton, Geoffrey E, Osindero, Simon, and Teh, Yee-Whye · 2006
Earlier work this paper cites.
Greedy layer-wise training of deep networks
Bengio, Yoshua, Lamblin, Pascal, Popovici, Dan, and Larochelle, Hugo · 2007
Cited alongside, same era.
Learning deep architectures for ai
Bengio, Yoshua · 2009
Cited alongside, same era.
The difficulty of training deep architectures and the effect of unsupervised pre-training
Erhan, Dumitru, Manzagol, Pierre-Antoine, Bengio, Yoshua, Bengio, Samy, and Vincent, Pascal · 2009
Cited alongside, same era.
Theano: a cpu and gpu math expression compiler
Bergstra, James, Breuleux, Olivier, Bastien, Frédéric, Lamblin, Pascal, Pascanu, Razvan, Desjardins, Guillaume, Turian, Joseph, Warde-Farley, David, and Bengio, Yoshua · 2010
Cited alongside, same era.
Scikit-learn: Machine learning in Python
Pedregosa, F., Varoquaux, G., Gramfort, A., Michel, V., Thirion, B., Grisel, O., Blondel, M., Prettenhofer, P., Weiss, R., Dubourg, V., Vanderplas, J., Passos, A., Cournapeau, D., Brucher, M., Perrot, M., and Duchesnay, E · 2011
Cited alongside, same era.
pylearn2, 2011
Warde-Farley, David, Goodfellow, Ian, Lamblin, Pascal, Desjardins, Guillaume, Bastien, Frédéric, and Bengio, Yoshua · 2011
Later among the works it cites.
Representation learning: A review and new perspectives
Bengio, Yoshua, Courville, Aaron, and Vincent, Pascal · 2012
Later among the works it cites.
Improving neural networks by preventing co-adaptation of feature detectors
Hinton, Geoffrey E, Srivastava, Nitish, Krizhevsky, Alex, Sutskever, Ilya, and Salakhutdinov, Ruslan R · 2012
Later among the works it cites.
Goodfellow, Ian J, Warde-Farley, David, Mirza, Mehdi, Courville, Aaron, and Bengio, Yoshua · 2013
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