Neural network design / (Record no. 2681)

MARC details
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 100223s1996 maua b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9812403760
035 ## - SYSTEM CONTROL NUMBER
System control number (Sirsi) u3697
040 ## - CATALOGING SOURCE
Original cataloging agency EG-CaNU
Transcribing agency EG-CaNU
Modifying agency EG-CaNU
042 ## - AUTHENTICATION CODE
Authentication code ncode
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3
Edition number 21
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Hagan, Martin T.
9 (RLIN) 321
245 10 - TITLE STATEMENT
Title Neural network design /
Statement of responsibility, etc. Martin T. Hagan, Howard B. Demuth, Mark Beale.
250 ## - EDITION STATEMENT
Edition statement 1st ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Boston :
Name of publisher, distributor, etc. PWS Pub.,
Date of publication, distribution, etc. c1996.
300 ## - PHYSICAL DESCRIPTION
Extent 1 v. (various pagings) :
Other physical details ill. ;
Dimensions 24 cm. +
Accompanying material 1 computer disk (3 1/2 in.)
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface -- Introduction -- Neuron Model and Network Architectures -- Perceptron Learning Rule -- Signal and Weight Vector Spaces -- Linear Transformations for Neural Networks -- Supervised Hebbian Learning -- Performance Surfaces and Optimum Points -- Performance Optimization -- Widrow-Hoff Learning -- Backpropagation -- Variations on Backpropagation -- Associative Learning -- Competitive Networks -- Grossberg Network -- Adaptive Resonance Theory -- Stability -- Hopfield Network -- Epilogue.
520 ## - SUMMARY, ETC.
Summary, etc. This guide to neural networks includes worked problems in each chapter, and supporting software demonstrations. The authors of this work also developed the neural networks toolbox (for MathWorks) and the fuzzy systems toolbox.
596 ## -
-- 1
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Neural networks (Computer science)
9 (RLIN) 1507
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Demuth, Howard B.
9 (RLIN) 7278
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Beale, Mark H.
9 (RLIN) 7279
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Source of acquisition Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Dewey Decimal Classification     Main library Main library General Stacks 01/26/2020 PURCHASE   006.3 / HA.N 1996 004199 11/24/2019 1 11/24/2019 Books