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Intelligent Systems II: Complete Approximation by Neural Network Operators
Language: en
Pages: 712
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2015-06-23 - Publisher: Springer

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This monograph is the continuation and completion of the monograph, “Intelligent Systems: Approximation by Artificial Neural Networks” written by the same a
Intelligent Systems: Approximation by Artificial Neural Networks
Language: en
Pages: 113
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2011-06-02 - Publisher: Springer Science & Business Media

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This brief monograph is the first one to deal exclusively with the quantitative approximation by artificial neural networks to the identity-unit operator. Here
Intelligent Comparisons II: Operator Inequalities and Approximations
Language: en
Pages: 231
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2017-01-13 - Publisher: Springer

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This compact book focuses on self-adjoint operators’ well-known named inequalities and Korovkin approximation theory, both in a Hilbert space environment. It
Banach Space Valued Neural Network
Language: en
Pages: 429
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2022-10-01 - Publisher: Springer Nature

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This book is about the generalization and modernization of approximation by neural network operators. Functions under approximation and the neural networks are
Parametrized, Deformed and General Neural Networks
Language: en
Pages: 854
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2023-09-29 - Publisher: Springer Nature

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In this book, we introduce the parametrized, deformed and general activation function of neural networks. The parametrized activation function kills much less n