Universality And Emergent Computation In Cellular Neural Networks

Universality And Emergent Computation In Cellular Neural Networks
Title Universality And Emergent Computation In Cellular Neural Networks PDF eBook
Author Radu Dogaru
Publisher World Scientific
Pages 262
Release 2003-03-13
Genre Science
ISBN 9814487864

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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.

Universality and Emergent Computation in Cellular Neural Networks

Universality and Emergent Computation in Cellular Neural Networks
Title Universality and Emergent Computation in Cellular Neural Networks PDF eBook
Author Radu Dogaru
Publisher World Scientific
Pages 262
Release 2003
Genre Computers
ISBN 9812381023

Download Universality and Emergent Computation in Cellular Neural Networks Book in PDF, Epub and Kindle

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.

Systematic Design for Emergence in Cellular Nonlinear Networks

Systematic Design for Emergence in Cellular Nonlinear Networks
Title Systematic Design for Emergence in Cellular Nonlinear Networks PDF eBook
Author Radu Dogaru
Publisher Springer Science & Business Media
Pages 174
Release 2008-02-01
Genre Computers
ISBN 3540768009

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In this insightful work, Dogaru proposes a systematic framework for measuring emergence and a systematic design method to locate computationally meaningful genes in a reasonable computing time. Programs and application examples are provided so that the reader may easily understand the new concepts and develop her own specific experiments. The book’s approachability recommends it to a large audience including specialists from various interdisciplinary fields.

Cellular Neural Networks, Multi-scroll Chaos and Synchronization

Cellular Neural Networks, Multi-scroll Chaos and Synchronization
Title Cellular Neural Networks, Multi-scroll Chaos and Synchronization PDF eBook
Author M?tak E. Yal‡in
Publisher World Scientific
Pages 248
Release 2005
Genre Computers
ISBN 9812561617

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For engineering applications that are based on nonlinear phenomena, novel information processing systems require new methodologies and design principles. This perspective is the basis of the three cornerstones of this book: cellular neural networks, chaos and synchronization. Cellular neural networks and their universal machine implementations offer a well-established platform for processing spatial-temporal patterns and wave computing. Multi-scroll circuits are generalizations to the original Chua's circuit, leading to chip implementable circuits with increasingly complex attractors. Several applications make use of synchronization techniques for nonlinear systems. A systematic overview is given for Lur'e representable systems with global synchronization criteria for master-slave and mutual synchronization, robust synchronization, HV synchronization, time-delayed systems and impulsive synchronization.

Advanced Topics on Cellular Self-organizing Nets and Chaotic Nonlinear Dynamics to Model and Control Complex Systems

Advanced Topics on Cellular Self-organizing Nets and Chaotic Nonlinear Dynamics to Model and Control Complex Systems
Title Advanced Topics on Cellular Self-organizing Nets and Chaotic Nonlinear Dynamics to Model and Control Complex Systems PDF eBook
Author Riccardo Caponetto
Publisher World Scientific
Pages 208
Release 2008
Genre Computers
ISBN 9812814043

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This book focuses on the research topics investigated during the three-year research project funded by the Italian Ministero dell'Istruzione, dell'Universit e della Ricerca (MIUR: Ministry of Education, University and Research) under the FIRB project RBNE01CW3M. With the aim of introducing newer perspectives of the research on complexity, the final results of the project are presented after a general introduction to the subject. The book is intended to provide researchers, PhD students, and people involved in research projects in companies with the basic fundamentals of complex systems and the advanced project results recently obtained.

Complex Computing-Networks

Complex Computing-Networks
Title Complex Computing-Networks PDF eBook
Author Izzet Cem Göknar
Publisher Springer Science & Business Media
Pages 404
Release 2006-05-31
Genre Science
ISBN 3540306366

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This book contains the ceremonials and the proceedings pertaining to the Int- national Symposium CCN2005 on “Complex Computing-Networks: A Link between Brain-like and Wave-Oriented Electrodynamics Algorithms,” convened at Do ?u ? University of Istanbul, Turkey, on 13–14 June 2005, in connection with the bestowal of the honorary doctorate degrees on Professors Leopold B. Felsen and Leon O. Chua, for their extraordinary achievements in electromagnetics, and n- linear systems, respectively. The symposium was co-organized by Cem Göknar and Levent Sevgi, in consultation with Leopold B. Felsen and Leon O. Chua. Istanbul is a city with wonderful natural and historical surroundings, a city not only interconnecting Asia and Europe but also Eastern and Western cultures. Therefore, CCN2005 was a memorable event not only in the lifetime of Drs. Felsen, Chua, and their families, but also for all the other participants who were there to congratulate the recipients and participate in the symposium.

Control of Homoclinic Chaos by Weak Periodic Perturbations

Control of Homoclinic Chaos by Weak Periodic Perturbations
Title Control of Homoclinic Chaos by Weak Periodic Perturbations PDF eBook
Author Ricardo Chac¢n
Publisher World Scientific
Pages 240
Release 2005
Genre Science
ISBN 9812380426

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This monograph presents a reasonably rigorous theory of a highly relevant chaos control method: suppression?enhancement of chaos by weak periodic excitations in low-dimensional, dissipative and non-autonomous systems. The theory provides analytical estimates of the ranges of parameters of the chaos-controlling excitation for suppression?enhancement of the initial chaos.The important applications of the theory presented in the book include: (1) control of chaotic escape from a potential well; (2) suppression of chaos in a driven Josephson junction; (3) control of chaotic solitons in Frenkel?Kontorova chains; (4) control of chaotic breather dynamics in perturbed sine-Gordon equations; (5) control of chaotic charged particles in electrostatic wave packets.