Intelligent Systems: Approximation by Artificial Neural Networks

Intelligent Systems: Approximation by Artificial Neural Networks
ISBN-10
3642214312
ISBN-13
9783642214318
Series
Intelligent Systems
Category
Technology & Engineering
Pages
113
Language
English
Published
2011-06-02
Publisher
Springer Science & Business Media
Author
George A. Anastassiou

Description

This brief monograph is the first one to deal exclusively with the quantitative approximation by artificial neural networks to the identity-unit operator. Here we study with rates the approximation properties of the "right" sigmoidal and hyperbolic tangent artificial neural network positive linear operators. In particular we study the degree of approximation of these operators to the unit operator in the univariate and multivariate cases over bounded or unbounded domains. This is given via inequalities and with the use of modulus of continuity of the involved function or its higher order derivative. We examine the real and complex cases. For the convenience of the reader, the chapters of this book are written in a self-contained style. This treatise relies on author's last two years of related research work. Advanced courses and seminars can be taught out of this brief book. All necessary background and motivations are given per chapter. A related list of references is given also per chapter. The exposed results are expected to find applications in many areas of computer science and applied mathematics, such as neural networks, intelligent systems, complexity theory, learning theory, vision and approximation theory, etc. As such this monograph is suitable for researchers, graduate students, and seminars of the above subjects, also for all science libraries.

Get the book

Amazon.com
Amazon.com
Search the book
eBay.com
eBay.com
Search the book

Other editions

Similar books

  • Animal Sciences: The Biology, Care, and Production of Domestic Animals, Fourth Edition
    Animal Sciences: The Biology, Care, and Production of Domestic Animals, Fourth Edition
    By John R. Campbell, M. Douglas Kenealy, Karen L. Campbell

    Timberlake claimed in 1980 that a fundamental problem with Singer's work is the lack of an adequate definition of suffering ...

  • Resilient Agriculture: Cultivating Food Systems for a Changing Climate
    Resilient Agriculture: Cultivating Food Systems for a Changing Climate
    By Laura Lengnick

    3. D. Layne. 2013. Tree Fruit: Protecting Your Investment. American/Western Fruit Grower, September/October. 4. R. Snyder and J. Melu-Abreu. 2005. Frost ...

  • Biodesign: The Process of Innovating Medical Technologies
    Biodesign: The Process of Innovating Medical Technologies
    By Stefanos Zenios, Josh Makower, Paul Yock

    At that time, these were in the low $10s of millions. ... be a good partner going forward, even though it takes longer to get the deal done," offered Chess.

  • Advanced Signal Processing: A Concise Guide
    Advanced Signal Processing: A Concise Guide
    By Amir-Homayoon Najmi, Todd Moon

    [ 59 ] S. Kotz , T. J. Kozubowski , and K. Podgorski , The Laplace ... valued signal processing : The proper way to deal with impropriety , ” IEEE Trans .

  • Resources for Technical Communication
    Resources for Technical Communication
    By Pearson Education, Pearson Education Staff, David P Pearson Education

    Some documents are annotated; some are left without annotations to provide more flexibility for instructors. This booklet can be packaged at no additional cost with any Longman title in technical communication.

  • Chemistry: An Introduction to General, Organic, and Biological Chemistry; Chemistry Study Pack Version 2.0 CD-ROM; The Chemistry of Life CD-ROM;...
    Chemistry: An Introduction to General, Organic, and Biological Chemistry; Chemistry Study Pack Version 2.0 CD-ROM; The Chemistry of Life CD-ROM;...
    By Karen C. Timberlake

    Chemistry: An Introduction to General, Organic, and Biological Chemistry; Chemistry Study Pack Version 2.0 CD-ROM; The Chemistry of Life CD-ROM;...

  • Poultry Science: Fifth Edition
    Poultry Science: Fifth Edition
    By Colin G. Scanes, Karen D. Christensen

    The emission rates for ammonia (Casey et al., 2006): • Layers: 116 g NH3 per AU (AU or animal unit or 500 kg). • Broilers: 135 g NH3 per AU (AU or animal unit or 500 kg). Emission rates in different reports vary from less than either 10 ...

  • Solid State Materials Chemistry
    Solid State Materials Chemistry
    By Patrick M. Woodward, Pavel Karen, John S. O. Evans

    [45] B.F. Hoskins, R. Robson, “Design and construction of a new class of scaffolding-like materials comprising infinite polymeric frameworks of 3D-linked molecular rods. A reappraisal of the zinc cyanide and cadmium cyanide structures ...

  • Abbreviations Dictionary
    Abbreviations Dictionary
    By Dean A. Stahl, Karen Landen

    ... Tallest Mountain Mount Robson—12,972 feet or 3,954 meters—in the Canadian Rockies Canada's Westernmost City Dawson, Yukon Canada's Westernmost Point in Yukon Territory just east of Alaska's Demarcation Point Canary Islands' Largest ...

  • Agriculture: A Very Short Introduction
    Agriculture: A Very Short Introduction
    By Paul Brassley, Richard Soffe

    ACCOUNTING Christopher Nobes ADVERTISING Winston Fletcher AFRICAN AMERICAN RELIGION Eddie S. Glaude Jr AFRICAN HISTORY ... Hugh Bowden ALGEBRA Peter M. Higgins AMERICAN HISTORY Paul S. Boyer AMERICAN IMMIGRATION David A. Gerber AMERICAN ...