DBN: Deep Belief Nets

CDBN: Deep Belief Nets w/ continuous-valued inputs

RBM: Restricted Boltzmann Machine

CRBM: Restricted Boltzmann Machine w/ continuous-valued inputs

dA: Denoising Autoencoders

SdA: Stacked Denoising Autoencoders

LogisticRegression: Logistic Regression

HiddenLayer: Hidden Layer of Neural Networks

Y. Bengio, P. Lamblin, D. Popovici, H. Larochelle: Greedy Layer-Wise Training of Deep Networks, Advances in Neural Information Processing Systems 19, 2007

P. Vincent, H. Larochelle, Y. Bengio, P.A. Manzagol: Extracting and Composing Robust Features with Denoising Autoencoders, ICML' 08, 1096-1103, 2008

DeepLearningTutorials https://github.com/lisa-lab/DeepLearningTutorials

Yusuke Sugomori: Stochastic Gradient Descent for Denoising Autoencoders, http://yusugomori.com/docs/SGD_DA.pdf