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Ridge Functions and Applications in Neural Networks
Language: en
Pages: 186
Authors: Vugar E. Ismailov
Categories: Mathematics
Type: BOOK - Published: 2021-12-17 - Publisher: American Mathematical Society

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Recent years have witnessed a growth of interest in the special functions called ridge functions. These functions appear in various fields and under various gui
Ridge Functions
Language: en
Pages: 218
Authors: Allan Pinkus
Categories: Computers
Type: BOOK - Published: 2015-08-07 - Publisher: Cambridge University Press

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Presents the state of the art in the theory of ridge functions, providing a solid theoretical foundation.
Multivariate Splines
Language: en
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Authors: Charles K. Chui
Categories: Mathematics
Type: BOOK - Published: 1988-01-01 - Publisher: SIAM

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Subject of multivariate splines presented from an elementary point of view; includes many open problems.
Neural Networks and Soft Computing
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Type: BOOK - Published: 2013-03-20 - Publisher: Springer Science & Business Media

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This volume presents new trends and developments in soft computing techniques. Topics include: neural networks, fuzzy systems, evolutionary computation, knowled
Radial Basis Function Neural Networks with Sequential Learning
Language: en
Pages: 236
Authors: N. Sundararajan
Categories: Science
Type: BOOK - Published: 1999 - Publisher: World Scientific

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A review of radial basis founction (RBF) neural networks. A novel sequential learning algorithm for minimal resource allocation neural networks (MRAN). MRAN for