Information Dynamics

Foundations and Applications

Authors: Deco, Gustavo, Schürmann, Bernd

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eBook 63,06 €
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  • ISBN 978-1-4613-0127-1
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Hardcover 109,19 €
price for Spain (gross)
  • ISBN 978-0-387-95047-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 77,99 €
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  • ISBN 978-1-4612-6510-8
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About this book

This book originated from a forefront R&D project pursued at Siemens Corporate Technology over the past several years. As a name for this project, we chose "Information Dynamics", which stands for information processing in complex dynamical systems. In the project, we wanted to grasp the flow of information in such systems in a quantitative manner, on the one hand by making use of an existing arsenal of methods and techniques from areas such as information theory, mathematical statistics, neural networks, nonlinear dynamics, probability theory, and statistical physics, and on the other hand by deriving new methods and techniques if required. The book contains only those contributions to the above-mentioned project which lend themselves to a unifying theoretical framework. Other important results obtained in the project, such as the extension of transport-theoretic techniques and their application to optimizing traffic flow, or the design of new neural network architectures for treating systems at the edge of chaos with applications in economics, are left out. This certainly is a sacrifice, but we think it is of benefit to the reader that we tried to be as focused and self­ contained as possible.

Table of contents (11 chapters)

  • Introduction

    Deco, Gustavo (et al.)

    Pages 1-6

    Preview Buy Chapter 30,19 €
  • Dynamical Systems: An Overview

    Deco, Gustavo (et al.)

    Pages 7-37

    Preview Buy Chapter 30,19 €
  • Statistical Structure Extraction in Dynamical Systems: Parametric Formulation

    Deco, Gustavo (et al.)

    Pages 39-69

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  • Applications: Parametric Characterization of Time Series

    Deco, Gustavo (et al.)

    Pages 71-90

    Preview Buy Chapter 30,19 €
  • Statistical Structure Extraction in Dynamical Systems: Nonparametric Formulation

    Deco, Gustavo (et al.)

    Pages 91-125

    Preview Buy Chapter 30,19 €

Buy this book

eBook 63,06 €
price for Spain (gross)
  • ISBN 978-1-4613-0127-1
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 109,19 €
price for Spain (gross)
  • ISBN 978-0-387-95047-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 77,99 €
price for Spain (gross)
  • ISBN 978-1-4612-6510-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Information Dynamics
Book Subtitle
Foundations and Applications
Authors
Copyright
2001
Publisher
Springer-Verlag New York
Copyright Holder
Springer-Verlag New York, Inc.
eBook ISBN
978-1-4613-0127-1
DOI
10.1007/978-1-4613-0127-1
Hardcover ISBN
978-0-387-95047-1
Softcover ISBN
978-1-4612-6510-8
Edition Number
1
Number of Pages
XVI, 281
Topics