Universality And Emergent Computation In Cellular Neural Networks
eBook - PDF

Universality And Emergent Computation In Cellular Neural Networks

  1. 264 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Universality And Emergent Computation In Cellular Neural Networks

About this book

Cellular computing is a natural information processing paradigm, capable of modeling various biological, physical and social phenomena, as well as other kinds of complex adaptive systems. The programming of a cellular computer is in many respects similar to the genetic evolution in biology, the result being a proper cell design and a task-specific gene.How should one "program" the cell of a cellular computer such that a dynamic behavior with computational relevance will emerge? What are the "rules" for designing a computationally universal and efficient cell?The answers to those questions can be found in this book. It introduces the relatively new paradigm of the cellular neural network from an original perspective and provides the reader with the guidelines for understanding how such cellular computers can be "programmed" and designed optimally. The book contains numerous practical examples and software simulators, allowing readers to experiment with the various phases of designing cellular computers by themselves.

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Yes, you can access Universality And Emergent Computation In Cellular Neural Networks by Radu Dogaru in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Neural Networks. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Contents
  2. Preface
  3. Acknowledgements
  4. 1. Introduction
  5. 2. Cellular Paradigms: Theory and Simulation
  6. 3. Universal Cells
  7. 4. Emergence in Continuous-Time Systems: Reaction-Diffusion Cellular Neural Networks
  8. 5. Emergence in Discrete-Time Systems:Generalized Cellular Automata
  9. 6. Unconventional Applications: Biometric Authentication
  10. References
  11. Index