Turings Connectionism

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128,39 

An Investigation of Neural Network Architectures, Discrete Mathematics and Theoretical Computer Science

ISBN: 1852334754
ISBN 13: 9781852334758
Autor: Teuscher, Christof
Verlag: Springer Verlag GmbH
Umfang: xxiv, 200 S., 9 s/w Illustr., 200 p. 9 illus.
Erscheinungsdatum: 26.09.2001
Auflage: 1/2001
Format: 1.4 x 23.5 x 15.7
Gewicht: 357 g
Produktform: Kartoniert
Einband: KT

Contains a Foreword by B. Jack Copeland and D. ProudfootDevelops Turing’s ideas, by building his machines and training them using evolutionary algorithmsGoes beyond Turing’s ideas, and proposes new machines

Artikelnummer: 6104498 Kategorie:

Beschreibung

InhaltsangabeForeword by B.J. Copeland and D. Proudfoot.- INTRODUCTION: Turing's Anticipation of Connectionism. Alan Mathison Turing. Connectionism and Artificial Neural Networks. Historical Context and Related Work. Organization of the Book. Book Web-Site.- INTELLIGENT MACHINERY: Machines. Turing's Unorganized Machines. Formalization and Analysis of Unorganized Machines. New Unorganized Machines. Simulation of TBI-type Machines with MATLAB.- SYNTHESIS OF LOGICAL FUNCTIONS AND DIGITAL SYSTEMS WITH TURING NETWORKS: Combinational versus Sequential Systems. Synthesis of Logical Functions with A-type Networks. Synthesis of Logical Functions with TB-type Networks. Multiplexer and Demultiplexer. Delay-Unit. Shift-Register. How to Design Complex Systems. Hardware Implementation.- ORGANIZING UNORGANIZED MACHINES: Evolutionary Algorithms. Evolutionary Artificial Neural Networks. Example: Evolve Networks that Regenerate Bitstreams. Signal Processing in Turing Networks. Pattern Classification. Examples: Pattern Classification with Genetic Algorithms. A Learning Algorithm for Turing Networks.- NETWORK PROPERTIES AND CHARACTERISTICS: General Properties. Computational Power. State Machines. Threshold Logic. Dynamical Systems and the State-Space Model. Random Boolean Networks. Attractors. Network Stability and Activity. Chaos, Bifurcation, and Self-Organized Criticality. Topological Evolution and Self-Organization. Hypercomputation: Computing Beyond the Turing Limit with Turing's Neural Networks?- EPILOGUE.

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