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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
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
Advances in Mathematical Modelling, Applied Analysis and Computation
Language: en
Pages: 589
Authors: Jagdev Singh
Categories: Technology & Engineering
Type: BOOK - Published: 2023-04-12 - Publisher: Springer Nature

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The book is very useful for researchers, graduate students and educators associated with or interested in recent advances in different aspects of modelling, com
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
Intelligent Computations: Abstract Fractional Calculus, Inequalities, Approximations
Language: en
Pages: 322
Authors: George A. Anastassiou
Categories: Technology & Engineering
Type: BOOK - Published: 2017-09-02 - Publisher: Springer

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This brief book presents the strong fractional analysis of Banach space valued functions of a real domain. The book’s results are abstract in nature: analytic