Neural Networks and Learning Machines / (Record no. 44961)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02445cam a2200433 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20260630050647.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 080731s2009 nyua b 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780131471399 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0131471392 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | AKCL |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.32 |
| Item number | HAY-N3 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Haykin, Simon S., |
| 245 10 - TITLE STATEMENT | |
| Title | Neural Networks and Learning Machines / |
| Statement of responsibility, etc. | Simon Haykin. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Noida : |
| Name of publisher, distributor, etc. | Pearson India Education Services Pvt. Ltd., |
| Date of publication, distribution, etc. | 2026. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxx, 906 p. : |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Refocused, revised and renamed to reflect the duality of neural networks and learning machines, this edition recognizes that the subject matter is richer when these topics are studied together. Ideas drawn from neural networks and machine learning are hybridized to perform improved learning tasks beyond the capability of either independently. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer Science |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | AI |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial Intelligence |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Adaptive filters. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Dates associated with a name | 1931- |
| 300 ## - PHYSICAL DESCRIPTION | |
| Dimensions | 24 cm. |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | unmediated |
| Media type code | n |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | volume |
| Carrier type code | nc |
| Source | rdacarrier |
| 500 ## - GENERAL NOTE | |
| General note | Rev. ed of: Neural networks. 2nd ed., c1999. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (p. 847-887) and index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Chapter 1 Rosenblatt's Perceptron<br/><br/><br/>Chapter 2 Model Building through Regression<br/><br/><br/>Chapter 3 The Least-Mean-Square Algorithm<br/><br/><br/>Chapter 4 Multilayer Perceptrons<br/><br/><br/>Chapter 5 Kernel Methods and Radial-Basis Function Networks<br/><br/><br/>Chapter 6 Support Vector Machines<br/><br/><br/>Chapter 7 Regularization Theory<br/><br/><br/>Chapter 8 Principal-Components Analysis<br/><br/><br/>Chapter 9 Self-Organizing Maps<br/><br/><br/>Chapter 10 Information-Theoretic Learning Models<br/><br/><br/>Chapter 11 Stochastic Methods Rooted in Statistical Mechanics<br/><br/><br/>Chapter 12 Dynamic Programming<br/><br/><br/>Chapter 13 Neurodynamics<br/><br/><br/>Chapter 14 Bayseian Filtering for State Estimation of Dynamic Systems<br/><br/><br/>Chapter 15 Dynamically Driven Recurrent Networks |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Haykin, Simon S., |
| Dates associated with a name | 1931- |
| Title of a work | Neural networks. |
| 856 41 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Table of contents only |
| Uniform Resource Identifier | <a href="http://www.loc.gov/catdir/toc/ecip0824/2008034079.html">http://www.loc.gov/catdir/toc/ecip0824/2008034079.html</a> |
| 906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) | |
| a | 7 |
| b | cbc |
| c | orignew |
| d | 1 |
| e | ecip |
| f | 20 |
| g | y-gencatlg |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | ARCHBISHOP KAVUKATTU CENTRAL LIBRARY | ARCHBISHOP KAVUKATTU CENTRAL LIBRARY | 06/30/2026 | 1030.00 | 006.32 SIN-N3 | 69317 | 06/30/2026 | 1030.00 | 06/30/2026 | Books |