Universality and Emergent Computation in Cellular Neural Networks

By: Radu Dogaru

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Hardcover | 1 December 2001

At a Glance

Hardcover
264 Pages

Dimensions(cm)
24.13 x 16.51 x 1.27

Hardcover

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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.

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.,." certainly holds its promise of providing 'first steps towards a consistent theory of designing for emergence'.?

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Mathematics Applied Mathematics Chaos Theory Science Physics Classical Mathematics Fluid Mechanics

Computer Programming & Software Development Systems Analysis & Design Nonlinear Science Booktopia Publisher Services World Scientific Publishing

Introduction	p. 1
Cellular Paradigms: Theory and Simulation	p. 9
Universal Cells	p. 21
Emergence in Continuous-Time Systems: Reaction-Diffusion Cellular Neural Networks	p. 95
Emergence in Discrete-Time Systems: Generalized Cellular Automata	p. 183
Unconventional Applications: Biometric Authentication	p. 225
References	p. 233
Index	p. 245
Table of Contents provided by Blackwell. All Rights Reserved.

Universality and Emergent Computation in Cellular Neural Networks

At a Glance

Hardcover

Industry Reviews

Shipping

How to return your order

Defective items

You Can Find This Book In

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