Geoffrey Hinton

Results: 92



#Item
81Cybernetics / Science / Computational statistics / Autoencoder / Artificial neural network / Capsule / Matrix decoder / Supervised learning / Feedforward neural network / Neural networks / Computational neuroscience / Mathematics

Transforming Auto-encoders G. E. Hinton, A. Krizhevsky & S. D. Wang Department of Computer Science, University of Toronto {geoffrey.hinton, akrizhevsky, sidawang88}@gmail.com Abstract. The artificial neural networks tha

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Source URL: www.cs.toronto.edu

Language: English - Date: 2011-04-26 20:45:30
82Psychometrics / Market research / Multidimensional scaling / Semantic similarity / Similarity / Visualization / Statistics / Multivariate statistics / Science

Mach Learn DOI[removed]s10994[removed]Visualizing non-metric similarities in multiple maps Laurens van der Maaten · Geoffrey Hinton

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Source URL: www.cs.toronto.edu

Language: English - Date: 2011-12-20 13:14:59
83Machine learning / Neural networks / Computational neuroscience / Multivariate statistics / Cybernetics / Conference on Neural Information Processing Systems / Geoffrey Hinton / Dimension reduction / Nonlinear dimensionality reduction / Artificial intelligence / Statistics / Neuroscience

U NIVERSITY OF T ORONTO , D EPARTMENT OF C OMPUTER S CIENCE 6 King’s College Rd. LP283 Toronto, M5S 3G4 CANADA •

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Source URL: www.cs.nyu.edu

Language: English - Date: 2009-10-06 19:03:47
84Cybernetics / Perceptron / Nonlinear dimensionality reduction / Backpropagation / Statistical classification / Generative model / Types of artificial neural networks / Feedforward neural network / Neural networks / Statistics / Machine learning

UCL Tutorial on: Deep Belief Nets (An updated and extended version of my 2007 NIPS tutorial) Geoffrey Hinton Canadian Institute for Advanced Research

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Source URL: www.cs.toronto.edu

Language: English - Date: 2009-07-18 13:52:46
85Mixture model / Product of Experts / Probability distribution / Gaussian function / Maximum likelihood / Statistics / Machine learning / Probability and statistics

Training Products of Experts by Minimizing Contrastive Divergence Geoffrey E. Hinton presented by Yuxiong Wang[removed]

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-21 13:47:39
86Neuroscience / Long short term memory / Recurrent neural network / Backpropagation through time / Speech recognition / Backpropagation / Types of artificial neural networks / Neural networks / Cybernetics / Science

SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS Alex Graves, Abdel-rahman Mohamed and Geoffrey Hinton Department of Computer Science, University of Toronto ABSTRACT Recurrent neural networks (RNNs) are a powerful

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-28 11:21:25
87Boltzmann machine / Cybernetics / Neuroscience / Connectionism / Geoffrey Hinton / Mathematical optimization / Types of artificial neural networks / Hopfield network / Neural networks / Computational neuroscience / Science

A Learning Algorithm for Boltzmann Machines

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-09-23 15:31:40
88Latent variable / Graphical model / Probabilistic latent semantic analysis / Hidden variable / Mixture model / Statistics / Statistical models / Boltzmann machine

Authors: Max Welling, Michal Rosen-Zvi, Geoffrey Hinton Presented by: Ankur Gandhe 1 

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-14 13:59:32
89Probability and statistics / Statistical models / Bayesian statistics / Computational neuroscience / Boltzmann machine / Backpropagation / Graphical model / Generative model / Gibbs sampling / Statistics / Neural networks / Machine learning

LETTER Communicated by Yann Le Cun A Fast Learning Algorithm for Deep Belief Nets Geoffrey E. Hinton

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-16 13:22:12
90Learning / Wake-sleep algorithm / Helmholtz machine / Supervised learning / Artificial neural network / Backpropagation / Pattern recognition / Competitive learning / Generative model / Neural networks / Statistics / Cybernetics

The wake-sleep algorithm for unsupervised neural networks Geoffrey E Hinton

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2000-07-31 03:29:42
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