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...
| Основен автор: | Chow, Tommy W. S. |
|---|---|
| Други автори: | Cho, Siu-Yeung. |
| Формат: | Електронен |
| Език: | English |
| Публикувано: |
London : Singapore ; Hackensack, NJ :
Imperial College Press ; Distributed by World Scientific,
2007.
|
| Серия: |
Series in electrical and computer engineering ;
v. 7. |
| Предмети: | |
| Онлайн достъп: |
http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=516737 |
| Подобни документи: |
Print version::
Neural networks and computing. |
| Резюме: |
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. |
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| Описание на библ. документ: |
Some online versions lack accompanying media packaged with the printed version. |
| Физически характеристики: |
1 online resource (xii, 309 pages) : illustrations. |
| Библиография: |
Includes bibliographical references (pages 291-304) and index. |
| ISBN: |
9781860949692 186094969X |