An Introduction to Neural Networks (Record no. 10972)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01223nam a2200181 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 8120313518 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9788120313514 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 004.69 |
| Item number | AND |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Anderson, James A. : |
| 245 #3 - TITLE STATEMENT | |
| Title | An Introduction to Neural Networks |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New Delhi : |
| Name of publisher | Prentice Hall India, |
| Year of publication | 1995. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xi, 650 p. : |
| Other physical details | illustrations ; |
| 500 ## - GENERAL NOTE | |
| General note | Included Index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Properties of single neurons; synaptic integration and neuron models; essential vector operations; lateral inhibition and sensory processing; simple matrix operations; the linear associator - background and foundations; the linear associator - simulations; early network models - the perceptron; gradient descent algorithms; representation of information; applications of simple associators - concept formation and object motion; energy and neural networks - Hopfield networks and Boltzmann machines; nearest neighbour models; adaptive maps; the BSB model - a simple nonlinear autoassociative neural network; associative computation; teaching arithmetic to a neural network. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | An Introduction to Neural Networks- The MIT Press-James A. Anderson-1998-EDN-1 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Neural networks (Computer science) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| 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 | 16/03/2005 | Purchased | 885.00 | 004.69 AND | 009501 | Reference Books |