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Neural networks and computing : learning algorithms and applications /
This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London : Singapore ; Hackensack, NJ :
Imperial College Press ; Distributed by World Scientific,
2007.
|
| Colección: | Series in electrical and computer engineering ;
v. 7. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Chow, Tommy W. S. | |
| 245 | 1 | 0 | |a Neural networks and computing : |b learning algorithms and applications / |c Tommy W.S. Chow, Siu-Yeung Cho. |
| 260 | |a London : |b Imperial College Press ; |a Singapore ; |a Hackensack, NJ : |b Distributed by World Scientific, |c 2007. | ||
| 300 | |a 1 online resource (xii, 309 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Series in electrical and computer engineering ; |v v. 7 | |
| 500 | |a Some online versions lack accompanying media packaged with the printed version. | ||
| 504 | |a Includes bibliographical references (pages 291-304) and index. | ||
| 505 | 0 | |a Introduction -- Learning performance and enhancement -- Generalization and performance enhancement -- Basis function networks for classification -- Self-organizing maps -- Classification and feature selection -- Engineering applications. | |
| 588 | 0 | |a Print version record. | |
| 520 | |a This book covers neural networks with special emphasis on advanced learning methodologies and applications. It includes practical issues of weight initializations, stalling of learning, and escape from a local minima, which have not been covered by many existing books in this area. Additionally, the book highlights the important feature selection problem, which baffles many neural networks practitioners because of the difficulties handling large datasets. It also contains several interesting IT, engineering and bioinformatics applications. | ||
| 546 | |a English. | ||
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Machine learning. | |
| 650 | 0 | |a Computer programming. | |
| 650 | 2 | |a Neural Networks, Computer | |
| 650 | 2 | |a Algorithms | |
| 650 | 2 | |a Machine Learning | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) | |
| 650 | 6 | |a Programmation (Informatique) | |
| 650 | 6 | |a Algorithmes. | |
| 650 | 6 | |a Apprentissage automatique. | |
| 650 | 7 | |a computer programming. |2 aat | |
| 650 | 7 | |a algorithms. |2 aat | |
| 650 | 7 | |a COMPUTERS |x Neural Networks. |2 bisacsh | |
| 650 | 7 | |a Computer programming |2 fast | |
| 650 | 7 | |a Machine learning |2 fast | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast | |
| 700 | 1 | |a Cho, Siu-Yeung. | |
| 776 | 0 | 8 | |i Print version: |a Chow, Tommy W.S. |t Neural networks and computing. |d London : Imperial College Press ; Singapore ; Hackensack, NJ : Distributed by World Scientific, 2007 |z 9781860947582 |w (DLC) 2008270953 |w (OCoLC)148985021 |
| 830 | 0 | |a Series in electrical and computer engineering ; |v v. 7. | |
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