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9789810226541

Parallel Implementations of Backpropagation Neural Networks on Transputers : A Study of Training Set Parallelism

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  • ISBN13:

    9789810226541

  • ISBN10:

    9810226543

  • Format: Hardcover
  • Copyright: 1996-07-01
  • Publisher: World Scientific Pub Co Inc
  • Purchase Benefits
List Price: $53.00
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Table of Contents

Preface
Introductionp. 1
Transputer Topologies for Parallel Implementationp. 15
Development of a Theoretical Model for Training Set Parallelism in a Homogeneous Array of Transputersp. 37
Equal Distribution of Patterns Amongst a Homogeneous Array of Transputersp. 65
Optimization Model for Unequal Distribution of Patterns in a Homogeneous Array of Transputersp. 79
Optimization Model for Unequal Distribution of Patterns in a Heterogeneous Array of Transputersp. 109
Pattern Allocation Schemes Using Genetic Algorithmp. 125
Comparison Between Pipelined Ring Topology and Ring Topologyp. 155
A Sample Parallel C Programp. 167
The branch and bound method for solving mixed integer programming problemsp. 179
Bibliographyp. 189
Indexp. 200
Table of Contents provided by Blackwell. All Rights Reserved.

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