Neural networks for pattern recognition (Record no. 946)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01247 a2200229 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200925115752.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200925b ||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780195667998 |
| 040 ## - CATALOGING SOURCE | |
| Language of cataloging | DDC |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.4 |
| Item number | BIS |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Bishop, Christopher M. |
| 245 ## - TITLE STATEMENT | |
| Title | Neural networks for pattern recognition |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Indian edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Oxford : |
| Name of publisher, distributor, etc. | Oxford University Press, |
| Date of publication, distribution, etc. | 1995. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Other physical details | xvii, 482 pages : |
| Page number | illustrations ; |
| Dimensions | 24 cm |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Title | 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 is a comprehensive treatment of feed-forward neural networks from the perspective of statistical pattern recognition. After introducing the basic concepts of pattern recognition, the book describes techniques for modelling probability density functions. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Pattern recognition systems |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Neural networks (Computer science) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Gratis, Gifts |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| 952 ## - LOCATION AND ITEM INFORMATION (KOHA) | |
| -- | 2373 |
| 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 | Total Checkouts | Total Renewals | Full call number | Barcode | Date last seen | Date last checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | IIITDM Kurnool | IIITDM Kurnool | General Stacks | 30.06.2020 | 4 | 2 | 006.4 BIS | G000124 | 30.10.2024 | 09.09.2024 | 30.06.2020 | Gratis, Gifts |