عنوان

Turing's connectionism :

(Number (ISBN

1852334754

(Number (ISBN

9781852334758

Number

b543328

Title Proper

Turing's connectionism :

General Material Designation

[Book]

Other Title Information

an investigation of neural network architectures

First Statement of Responsibility

Christof Teuscher.

Edition Statement

2nd printing

Place of Publication, Distribution, etc.

London [u.a.]

Name of Publisher, Distributor, etc.

Springer, c

Date of Publication, Distribution, etc.

2002

Specific Material Designation and Extent of Item

XXIII, 200 S : graph. Darst.

Series Title

Discrete mathematics and theoretical computer science.

Text of Note

Literaturverz. S. [187] - 196.

Text of Note

Foreword 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.

Genetischer Algorithmus.

Konnektionistisches Netz.

Turing-Maschine.

Class number

Book number

Christof Teuscher.

Christof Teuscher

Electronic name

[Book]

Y