Neural networks for pattern recognition (Record no. 51459)

MARC details
000 -LEADER
fixed length control field 01385pam a2200217 a 4500
003 - CONTROL NUMBER IDENTIFIER
control field ISURa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 950822s1995 enka b 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0198538499
International Standard Book Number 0198538642
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title English Language
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.4
Edition number BIS
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Bishop, Christopher M.
9 (RLIN) 70190
245 10 - TITLE STATEMENT
Title Neural networks for pattern recognition
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Oxford
Name of publisher, distributor, etc Clarendon Press
Place of publication, distribution, etc New York
Name of publisher, distributor, etc Oxford University Press
Date of publication, distribution, etc 1995.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 482 p.
Dimensions 24 cm.
500 ## - GENERAL NOTE
General note xvii, 482 pages : illustrations ; 24 cm<br/>Contents: 1. Statistical Pattern Recognition --<br/>2. Probability Density Estimation --<br/>3. Single-Layer Networks --<br/>4. The Multi-layer Perceptron --<br/>5. Radial Basis Functions --<br/>6. Error Functions --<br/>7. Parameter Optimization Algorithms --<br/>8. Pre-processing and Feature Extraction --<br/>9. Learning and Generalization --<br/>10. Bayesian Techniques.
520 ## - SUMMARY, ETC.
Summary, etc This book is the first to provide a comprehensive account of neural networks from a statistical perspective. Its emphasis is on pattern recognition, which currently represents the area of greatest applicability for neural networks. By focusing on pattern recognition, the book provides a much more extensive treatment of many topics than is available in earlier books.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Neural networks (Computer science)
9 (RLIN) 72626
Topical term or geographic name as entry element Pattern recognition systems.
9 (RLIN) 70193
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Lending Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Home library Current library Shelving location Date acquired Cost, normal purchase price Total Checkouts Full call number Barcode Date last seen Date checked out Price effective from Koha item type
    Dewey Decimal Classification     Lending Collection Applied Sciences Library Applied Sciences Library Lending Section 20/06/2019 13737.50 1 006.4 BIS 112991 28/03/2024 18/03/2024 21/06/2019 Lending Books
    Dewey Decimal Classification     Reference Collection Applied Sciences Library Applied Sciences Library Reference Section 20/06/2019 13731.50   006.4 BIS 112992 21/06/2019   21/06/2019 Sheduled Reference