Restricted Boltzmann machine

Results: 40



#Item
31Statistics / Boltzmann machine / Perceptron / Backpropagation / Activation function / Logistic function / Neural networks / Cybernetics / Mathematics

On the Representational Efficiency of Restricted Boltzmann Machines James Martens∗ ∗ Arkadev Chattopadhyay+

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Source URL: papers.nips.cc

Language: English - Date: 2014-11-25 16:06:54
32Maximum likelihood / Likelihood function / Dimensional analysis / Boltzmann machine / Completeness / Estimation theory / Statistical theory / Statistics

6. Restricted Boltzmann Machines University of Cambridge Engineering Part IIB Module 4F10: Statistical Pattern Processing

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Source URL: mi.eng.cam.ac.uk

Language: English - Date: 2014-10-28 05:59:05
33Probability and statistics / Neural networks / Machine learning / Boltzmann machine / Generative model / Graphical model / Hidden Markov model / Bayesian network / Ludwig Boltzmann / Statistical models / Statistics / Bayesian statistics

Factored Conditional Restricted Boltzmann Machines for Modeling Motion Style Graham W. Taylor GWTAYLOR @ CS . TORONTO . EDU Geoffrey E. Hinton

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:00
34Science / Neuroscience / Boltzmann machine / Backpropagation / Artificial neural network / Artificial neuron / Recurrent neural network / Generative model / Connectionism / Neural networks / Computational neuroscience / Cybernetics

Enhanced Gradient and Adaptive Learning Rate for Training Restricted Boltzmann Machines

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Source URL: www.icml-2011.org

Language: English - Date: 2011-06-01 14:49:37
35Neural networks / Boltzmann machine / Machine learning / Statistical natural language processing / Markov models / Chunking / N-gram / Language model / Kullback–Leibler divergence / Statistics / Science / Probability

Training Restricted Boltzmann Machines on Word Observations George E. Dahl Department of Computer Science, University of Toronto, Toronto, ON, Canada [removed]

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:20
36Learning / Statistics / Artificial intelligence / Computational statistics / Boltzmann machine / Supervised learning / Statistical classification / Artificial neural network / Pattern recognition / Machine learning / Neural networks / Computational neuroscience

Training Restricted Boltzmann Machines using Approximations to the Likelihood Gradient Tijmen Tieleman [removed] Department of Computer Science, University of Toronto, Toronto, Ontario M5S 3G4, Canada

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-01 00:27:20
37Algebraic varieties / Projective space / Boltzmann machine / Secant variety / Determinantal variety / Segre embedding / Representation theory / Complex projective space / Projective line / Geometry / Projective geometry / Algebraic geometry

Contemporary Mathematics Volume 516, 2010 Geometry of the Restricted Boltzmann Machine Mar´ıa Ang´elica Cueto, Jason Morton, and Bernd Sturmfels Abstract. The restricted Boltzmann machine is a graphical model for bina

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-01 00:27:08
38Boltzmann machine / Regression analysis / Backpropagation / Cybernetics / Neural networks / Machine learning / Statistics

Rectified Linear Units Improve Restricted Boltzmann Machines Vinod Nair

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Source URL: machinelearning.wustl.edu

Language: English - Date: 2013-03-22 12:50:50
39Graphical models / Statistical theory / Markov processes / Networks / Markov random field / Markov chain / Boltzmann machine / Bayesian network / Metropolis–Hastings algorithm / Statistics / Probability and statistics / Markov models

Training Restricted Boltzmann Machines: An Introduction⋆ Asja Fischer1,2 and Christian Igel2 1

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Source URL: image.diku.dk

Language: English - Date: 2013-11-19 07:56:20
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