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Journal ArticleDOI

Coupled map lattices as computational systems

Arun V. Holden, +3 more
- 01 Jul 1992 - 
- Vol. 2, Iss: 3, pp 367-376
TLDR
It is shown that the CML is a valid new model for a parallel deterministic analog machine, but that, in principle, such a CML computer does not generate computations that cannot be reproduced by the standard mathematical models for computing on real numbers.
Abstract
The coupled map lattice (CML) as a mathematical model for a computer is considered. Using the theory of synchronous concurrent algorithms, it is shown that the CML is a valid new model for a parallel deterministic analog machine, but that, in principle, such a CML computer does not generate computations that cannot be reproduced by the standard mathematical models for computing on real numbers. The analysis is based on new general mathematical definitions of CMLs, and an axiomatic approach to determining which models of computation can be used to simulate CMLs.

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Citations
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Journal ArticleDOI

A survey of stream processing

TL;DR: An analysis of the development of each of these specialized topics to determine if a general theory of stream processing has emerged is presented, including a comparison of the semantic models that are used to formalize stream based computation.
Journal ArticleDOI

An introduction to chaotic dynamical systems (2nd edition), by Robert L. Devaney. Pp 336. £34·95. 1989. ISBN 0-201-13046-7 (Addison-Wesley)

TL;DR: In this paper, the quadratic family has been used to define hyperbolicity in linear algebra and advanced calculus, including the Julia set and the Mandelbrot set.
Journal ArticleDOI

Computing with distributed chaos.

TL;DR: The capacity of a lattice of threshold coupled chaotic maps to perform computations is demonstrated, and the scheme is extended to multidimensional continuous time dynamics, in particular to a system relevant to chaotic lasers.
Journal ArticleDOI

The bifurcating neuron network 1

TL;DR: A preliminary study on the tri-stability of the BN, the behaviors of interacting such BNs, and a design of a network of BNs that interact via "mutually-exclusive" coupling, thereby solving a 3-coloring problem are reported.
Journal ArticleDOI

Coupled map lattices: one step forward and two steps back

TL;DR: In this article, the general notion of lattice dynamical systems is discussed and some recent progress in their studies are discussed, as well as the approach that allows to extract some information on the dynamics of finitely extended (real) systems from the results obtained on the infinitely extended (artificial) ones.
References
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Book

Introduction to Metamathematics

H. Rasiowa
Journal ArticleDOI

Theory of Recursive Functions and Effective Computability.

TL;DR: Central concerns of the book are related theories of recursively enumerable sets, of degree of un-solvability and turing degrees in particular and generalizations of recursion theory.
Book

An introduction to chaotic dynamical systems

TL;DR: In this article, the quadratic family has been used to define hyperbolicity in linear algebra and advanced calculus, including the Julia set and the Mandelbrot set.
Book

Iterated maps on the interval as dynamical systems

TL;DR: In this article, the Calculus of itineraries is used to describe the properties of one-parameter families of maps and the relative frequency of periodic and aperiodic behavior.