Neural networks : a comprehensive foundation (Record no. 10899)

MARC details
000 -LEADER
fixed length control field 01209nam a2200205 a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 0132733501
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780132733502
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9788120323735
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 004.6
Item number HAY
100 1# - MAIN ENTRY--AUTHOR NAME
Personal name Haykin, Simon
245 10 - TITLE STATEMENT
Title Neural networks : a comprehensive foundation
250 ## - EDITION STATEMENT
Edition statement 2nd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication New Delhi :
Name of publisher Prentice Hall of India,
Year of publication c1999.
300 ## - PHYSICAL DESCRIPTION
Number of Pages xxi, 842 p. :
Other physical details ill. ;
500 ## - GENERAL NOTE
General note Includes Index
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note 1. Introduction --<br/>2. Learning Processes --<br/>3. Single Layer Perceptrons --<br/>4. Multilayer Perceptrons --<br/>5. Radial-Basis Function Networks --<br/>6. Support Vector Machines --<br/>7. Committee Machines --<br/>8. Principal Components Analysis --<br/>9. Self-Organizing Maps --<br/>10. Information-Theoretic Models --<br/>11. Stochastic Machines And Their Approximates Rooted in Statistical Mechanics --<br/>12. Neurodynamic Programming --<br/>13. Temporal Processing Using Feedforward Networks --<br/>14. Neurodynamics --<br/>15. Dynamically Driven Recurrent Networks.
520 ## - SUMMARY, ETC.
Summary, etc Introducing students to the many facets of neural networks, this text provides many case studies to illustrate their real-life, practical applications
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Neural networks (Computer science)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Reference Books
Holdings
Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Koha item type
Reference Main Library Main Library Reference 23/01/2004 Purchased 937.50 004.6 HAY 008244 Reference Books

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