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Mathematics / 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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Document Date: 2006-07-05 10:03:46


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Approximation Using Incremental Constructive Feedforward Networks / SINGLE-HIDDEN-LAYER FEEDFORWARD NETWORKS / BP / NEURAL NETWORKS / UNIVERSAL APPROXIMATION USING INCREMENTAL CONSTRUCTIVE FEEDFORWARD NETWORKS / Section V. IEEE TRANSACTIONS ON NEURAL NETWORKS / /

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Singapore / /

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USD / /

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Facility

Nanyang Technological University / /

IndustryTerm

threshold network / proposed incremental learning algorithms / ensemble computing / incremental algorithm / proposed incremental learning algorithm / The basic algorithm / inner product / function regression algorithms / incremental algorithms / large applications / sigmoid network / above constructed subset network / threshold networks / 1The network / incremental learning algorithms / feedforward network / feedforward networks / sequential learning algorithms / increment algorithms / approximated threshold network / mental network / learning algorithm / learning algorithms / specified computing environments / /

Organization

School of Electrical and Electronic Engineering / Nanyang Technological University / Singapore / /

Person

Lei Chen / Chee-Kheong Siew / Guang-Bin Huang / /

Position

pth learning SLFN Mp / /

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MATLAB / L / R / /

Technology

The basic algorithm / learning algorithm / SLFN Algorithm / neural network / sequential learning algorithms / incremental learning algorithms / increment algorithms / proposed incremental learning algorithm / previous incremental algorithms / SLFN algorithms / proposed SLFN algorithm / MRAN algorithms / function regression algorithms / simulation / proposed incremental learning algorithms / Digital Object Identifier / incremental algorithm / /

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