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Cellular Automata, Dynamical Systems and Neural Networks

  • Book
  • © 1994

Overview

Editors:
  1. Eric Goles

    1. Departamento de Ingenieria Matemática, F.C.F.M., Universidad de Chile, Santiago, Chile

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  2. Servet Martínez

    1. Departamento de Ingenieria Matemática, F.C.F.M., Universidad de Chile, Santiago, Chile

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Part of the book series: Mathematics and Its Applications (MAIA, volume 282)

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Table of contents (5 chapters)

  1. Front Matter

    Pages i-viii
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  2. Cellular Automata and Transducers. A Topological View

    • François Blanchard
    Pages 1-22

  3. Automata Network Models of Interacting Populations

    • Nino Boccara
    Pages 23-77

  4. Entropy, Pressure and Large Deviation

    • Artur Lopes
    Pages 79-146

  5. Formal Neural Networks: From Supervised to Unsupervised Learning

    • Jean-Pierre Nadal
    Pages 147-166

  6. Storage of Correlated Patterns in Neural Networks

    • Patricio Perez
    Pages 167-189

  7. Back Matter

    Pages 191-192
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Keywords

About this book

This book contains the courses given at the Third School on Statistical Physics and Cooperative Systems held at Santiago, Chile, from 14th to 18th December 1992. The main idea of this periodic school was to bring together scientists work­ with recent trends in Statistical Physics. More precisely ing on subjects related related with non linear phenomena, dynamical systems, ergodic theory, cellular au­ tomata, symbolic dynamics, large deviation theory and neural networks. Scientists working in these subjects come from several areas: mathematics, biology, physics, computer science, electrical engineering and artificial intelligence. Recently, a very important cross-fertilization has taken place with regard to the aforesaid scientific and technological disciplines, so as to give a new approach to the research whose common core remains in statistical physics. Each contribution is devoted to one or more of the previous subjects. In most cases they are structured as surveys, presenting at the same time an original point of view about the topic and showing mostly new results. The expository text of Fran

Editors and Affiliations

  • Departamento de Ingenieria Matemática, F.C.F.M., Universidad de Chile, Santiago, Chile

    Eric Goles, Servet Martínez

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