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Constructive Neural Networks
. Ed(S): Franco, Leonardo; Jerez, Jose M.
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Description for Constructive Neural Networks
Paperback. Constructive neural networks and other incremental learning algorithms are discussed in this volume as alternatives to methods for assessing adequate architectures. A valuable overview of the field is presented, in addition to useful applications. Editor(s): Franco, Leonardo; Jerez, Jose M. Series: Studies in Computational Intelligence. Num Pages: 293 pages, 68 black & white tables, biography. BIC Classification: UMB; UYQ; UYQN. Category: (G) General (US: Trade). Dimension: 235 x 155 x 16. Weight in Grams: 468.
This book presents a collection of invited works that consider constructive methods for neural networks, taken primarily from papers presented at a special th session held during the 18 International Conference on Artificial Neural Networks (ICANN 2008) in September 2008 in Prague, Czech Republic. The book is devoted to constructive neural networks and other incremental learning algorithms that constitute an alternative to the standard method of finding a correct neural architecture by trial-and-error. These algorithms provide an incremental way of building neural networks with reduced topologies for classification problems. Furthermore, these techniques produce not only the multilayer topologies but the ... Read more
This book presents a collection of invited works that consider constructive methods for neural networks, taken primarily from papers presented at a special th session held during the 18 International Conference on Artificial Neural Networks (ICANN 2008) in September 2008 in Prague, Czech Republic. The book is devoted to constructive neural networks and other incremental learning algorithms that constitute an alternative to the standard method of finding a correct neural architecture by trial-and-error. These algorithms provide an incremental way of building neural networks with reduced topologies for classification problems. Furthermore, these techniques produce not only the multilayer topologies but the ... Read more
Product Details
Format
Paperback
Publication date
2012
Publisher
Springer-Verlag Berlin and Heidelberg GmbH & Co. KG Germany
Number of pages
293
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
293
Place of Publication
Berlin, Germany
ISBN
9783642261084
SKU
V9783642261084
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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