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NEURAL NETWORKS AND COMPUTING: LEARNING ALGORITHMS AND APPLICATIONS: 7 (Series in Electrical and Computer Engineering)
Synopsis
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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- PublisherImperial College Press
- Publication date2007
- ISBN 10 1860947581
- ISBN 13 9781860947582
- BindingProduct Bundle
- LanguageEnglish
- Number of pages324
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