| 000 -LEADER |
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| fixed length control field |
nam a22 7a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
180502b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783540605058 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
006.3 |
| Item number |
ROJ |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rojas, Raul |
| 245 ## - TITLE STATEMENT |
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| Title |
Neural networks : a systematic introduction |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
1996 |
| Place of publication, distribution, etc |
Berlin: |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xx, 502 p. |
| Other physical details |
ill. |
| Dimensions |
24 cm. |
| 365 ## - TRADE PRICE |
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| Price type code |
EURO |
| Price amount |
74.95, 6643.85 |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Artificial neural networks are an alternative computational paradigm with roots in neurobiology which has attracted increasing interest in recent years. This book is a comprehensive introduction to the topic that stresses the systematic development of the underlying theory. Starting from simple threshold elements, more advanced topics are introduced, such as multilayer networks, efficient learning methods, recurrent networks, and self-organization. The various branches of neural network theory are interrelated closely and quite often unexpectedly, so the chapters treat the underlying connection between neural models and offer a unified view of the current state of research in the field. The book has been written for anyone interested in understanding artificial neural networks or in learning more about them. The only mathematical tools needed are those learned during the first two years at university. The text contains more than 300 figures to stimulate the intuition of the reader and to illustrate the kinds of computation performed by neural networks. Material from the book has been used successfully for courses in Germany, Austria and the United States. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Biological Paradigm |
|
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| Topical term or geographic name as entry element |
Threshold Logic |
|
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| Topical term or geographic name as entry element |
Fuzzy Logic |
|
|---|
| Topical term or geographic name as entry element |
Kohonen Networks |
|
|---|
| Topical term or geographic name as entry element |
Genetic Algorithms |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
|
| Item type |
Books |