Universal approximation theorem

Results: 11



#Item
1Applied mathematics / Universal approximation theorem / Feedforward neural network / Convex function / Combinatory logic / Artificial neural network / Perceptron / Neural networks / Mathematics / Mathematical analysis

E cient Agnostic Learning of Neural Networks with Bounded Fan-in Wee Sun Leey, Student Member, IEEE Peter L. Bartlettz,

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Source URL: users.cecs.anu.edu.au

Language: English - Date: 2005-03-22 04:22:20
2Mathematics / Artificial neural network / Backpropagation / Universal approximation theorem / Activation function / Feedforward neural network / Recurrent neural network / Neural networks / Cybernetics / Statistics

Challenges in Bioinformatics Classification of Non-Ribosomal Peptide Syntheses with Feed-Forward Neural Networks Dan Ariel Søndergaard Torben Muldvang Andersen

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Source URL: www.stats.ox.ac.uk

Language: English - Date: 2014-02-11 09:14:24
3Neuroscience / Perceptron / Backpropagation / Multilayer perceptron / Activation function / Biological neuron model / Universal approximation theorem / Control theory / Artificial neuron / Neural networks / Cybernetics / Science

Neural Networks for Control Martin T. Hagan School of Electrical & Computer Engineering Oklahoma State University [removed] Howard B. Demuth

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Source URL: hagan.okstate.edu

Language: English - Date: 2009-12-17 20:18:53
4Neuroscience / Perceptron / Backpropagation / Multilayer perceptron / Activation function / Biological neuron model / Universal approximation theorem / Control theory / Artificial neuron / Neural networks / Cybernetics / Science

Neural Networks for Control Martin T. Hagan School of Electrical & Computer Engineering Oklahoma State University [removed] Howard B. Demuth

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Source URL: hagan.ecen.ceat.okstate.edu

Language: English - Date: 2009-12-17 20:18:53
5Neuroscience / Perceptron / Multilayer perceptron / Backpropagation / Universal approximation theorem / Biological neuron model / Artificial neuron / Feedforward neural network / Neural networks / Cybernetics / Science

AN INTRODUCTION TO THE USE OF NEURAL NETWORKS IN CONTROL SYSTEMS MARTIN T. HAGAN1, HOWARD B. DEMUTH2 AND ORLANDO DE JESÚS1 1 School of Electrical & Computer Engineering, Oklahoma State University, Stillwater, Oklahoma,

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Source URL: hagan.ecen.ceat.okstate.edu

Language: English - Date: 2008-01-23 11:12:54
6Neuroscience / Perceptron / Multilayer perceptron / Backpropagation / Universal approximation theorem / Biological neuron model / Artificial neuron / Feedforward neural network / Neural networks / Cybernetics / Science

AN INTRODUCTION TO THE USE OF NEURAL NETWORKS IN CONTROL SYSTEMS MARTIN T. HAGAN1, HOWARD B. DEMUTH2 AND ORLANDO DE JESÚS1 1 School of Electrical & Computer Engineering, Oklahoma State University, Stillwater, Oklahoma,

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Source URL: hagan.okstate.edu

Language: English - Date: 2008-01-23 11:12:54
7Mathematics / Feedforward neural network / Backpropagation / Artificial neuron / Activation function / Universal approximation theorem / Radial basis function / Types of artificial neural networks / Multilayer perceptron / Neural networks / Machine learning / Cybernetics

IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 17, NO. 4, JULY[removed]Universal Approximation Using Incremental Constructive Feedforward Networks

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Source URL: www3.ntu.edu.sg

Language: English - Date: 2006-07-05 10:03:46
8Statistics / Feedforward neural network / Reinforcement learning / Artificial neuron / Q-learning / Artificial neural network / Universal approximation theorem / Neural networks / Machine learning / Cybernetics

High-Accuracy Value-Function Approximation with Neural Networks Applied to the Acrobot R´emi Coulom CORTEX group, LORIA Nancy, France

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Source URL: remi.coulom.free.fr

Language: English - Date: 2004-05-11 09:46:36
9Universal approximation theorem / Stone–Weierstrass theorem / Activation function / Function / Continuous function / Feedforward neural network / Neural networks / Mathematics / Mathematical analysis

“Multilayer feedforward networks are universal approximators” Kur Hornik, Maxwell Stinchcombe and Halber White (1989)

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Source URL: deeplearning.cs.cmu.edu

Language: English - Date: 2013-10-09 14:47:01
10Neuroscience / Perceptron / Backpropagation / Multilayer perceptron / Activation function / Universal approximation theorem / Biological neuron model / Control theory / Artificial neuron / Neural networks / Cybernetics / Science

Neural Networks for Control Martin T. Hagan School of Electrical & Computer Engineering

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Source URL: hagan.okstate.edu

Language: English - Date: 2009-12-17 20:18:53
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