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Learning and Categorization in Modular Neural Networks

by Jacob M. J. Murre

Pages: 244

Contributors: Jacob M. J. Murre

Publisher: Lawrence Erlbaum Associates

Place of Publication: Hillsdale, NJ

Publication Year: 1992

Subjects: Neural Circuitry

Table of Contents

Title Page

Contents

Preface and Acknowledgements

PART I CALM: Categorizing And Learning Module

Chapter 1 Introduction

Chapter 2 Description of Calm

Chapter 3 Simulation Studies of Performance and Self-Organization in Calm

PART II: Application

Chapter 4 Psychological Models

Chapter 5 Pattern Recognition as a Practical Application

Chapter 6 Genetic Algorithms: Modularity, Learning and Network Design

PART III Revisiting Modularity

Chapter 7: Evaluation of CALM

Appendix A

Appendix B1 Hardware and Software for Neural Networks

Appendix B2 Virtual Implementations on Transputer Networks

Appendix B3 Hybrid Implementation: The BSP400, A Dedicated Multiprocessor

Appendix B4 Physical Implementation: Some Notes on CALM in Analog Hardware

Appendix B5 Modular Neurosimulators

Bibliography

Name index

Subject index

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