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The cover of “The Local Information Dynamics of Distributed Computation in Complex Systems” - Open Library.

"The Local Information Dynamics of Distributed Computation in Complex Systems" was published by Springer Berlin Heidelberg in 2013 - Berlin, Heidelberg, it has 235 pages and the language of the book is English.


“The Local Information Dynamics of Distributed Computation in Complex Systems” Metadata:

  • Title: ➤  The Local Information Dynamics of Distributed Computation in Complex Systems
  • Author:
  • Language: English
  • Number of Pages: 235
  • Publisher: Springer Berlin Heidelberg
  • Publish Date:
  • Publish Location: Berlin, Heidelberg

“The Local Information Dynamics of Distributed Computation in Complex Systems” Subjects and Themes:

Edition Specifications:

  • Format: [electronic resource] /
  • Pagination: ➤  XXIII, 235 p. 42 illus., 14 illus. in color.

Edition Identifiers:

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"The Local Information Dynamics of Distributed Computation in Complex Systems" Table Of Contents:

  • 1- Introduction
  • 2- <p>Computation in complex systems.-<p>Information storage.-<p>Information transfer.-<p>Information modifications
  • 3- <p>Information dynamics in networks and phase transitions</p></p><p>
  • 4- <p>Coherent information structure in complex computation.-<p>Information transfer in biological and bio-inspired systems.-<p>Conclusion.</p></p><p></p><p></p><p></p><p></p><p>.

"The Local Information Dynamics of Distributed Computation in Complex Systems" Description:

The Open Library:

<p>The nature of distributed computation in complex systems has often been described in terms of memory, communication and processing. This thesis presents a complete information-theoretic framework to quantify these operations on information (i.e. information storage, transfer and modification), and in particular their dynamics in space and time. The framework is applied to cellular automata, and delivers important insights into the fundamental nature of distributed computation and the dynamics of complex systems (e.g. that gliders are dominant information transfer agents). Applications to several important network models, including random Boolean networks, suggest that the capability for information storage and coherent transfer are maximized near the critical regime in certain order-chaos phase transitions. Further applications to study and design information structure in the contexts of computational neuroscience and guided self-organization underline the practical utility of the techniques presented here.</p><p> </p>

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