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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 |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London : Singapore ; Hackensack, NJ :
Imperial College Press ; Distributed by World Scientific,
2007.
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| Colección: | Series in electrical and computer engineering ;
v. 7. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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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| Notas: | Some online versions lack accompanying media packaged with the printed version. |
| Descripción Física: | 1 online resource (xii, 309 pages) : illustrations |
| Bibliografía: | Includes bibliographical references (pages 291-304) and index. |
| ISBN: | 9781860949692 186094969X 1281869457 9781281869456 9786611869458 661186945X |