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Studies in Computational Intelligence

Constructive Neural Networks

Editors: Franco, Leonardo, Jerez, José M. (Eds.)

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  • Presents the state of the art of Constructive Algorithms for Neural Networks

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eBook $169.00
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  • ISBN 978-3-642-04512-7
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Hardcover $219.99
price for USA in USD
  • ISBN 978-3-642-04511-0
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  • Usually dispatched within 3 to 5 business days.
Softcover $219.99
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  • ISBN 978-3-642-26108-4
  • Free shipping for individuals worldwide
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About this book

The book is a collection of invited papers on Constructive methods for Neural networks. Most of the chapters are extended versions of works presented on the special session on constructive neural network algorithms of the 18th International Conference on Artificial Neural Networks (ICANN 2008) held September 3-6, 2008 in Prague, Czech Republic.

The book is devoted to constructive neural networks and other incremental learning algorithms that constitute an alternative to standard trial and error methods for searching adequate architectures. It is made of 15 articles which provide an overview of the most recent advances on the techniques being developed for constructive neural networks and their applications. It will be of interest to researchers in industry and academics and to post-graduate students interested in the latest advances and developments in the field of artificial neural networks.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks

    Pages 1-23

    Carmo Nicoletti, Maria (et al.)

  • Efficient Constructive Techniques for Training Switching Neural Networks

    Pages 25-48

    Ferrari, Enrico (et al.)

  • Constructive Neural Network Algorithms That Solve Highly Non-separable Problems

    Pages 49-70

    Grochowski, Marek (et al.)

  • On Constructing Threshold Networks for Pattern Classification

    Pages 71-82

    Anthony, Martin

  • Self-Optimizing Neural Network 3

    Pages 83-101

    Horzyk, Adrian

Buy this book

eBook $169.00
price for USA in USD (gross)
  • ISBN 978-3-642-04512-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $219.99
price for USA in USD
  • ISBN 978-3-642-04511-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $219.99
price for USA in USD
  • ISBN 978-3-642-26108-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Constructive Neural Networks
Editors
  • Leonardo Franco
  • José M. Jerez
Series Title
Studies in Computational Intelligence
Series Volume
258
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-04512-7
DOI
10.1007/978-3-642-04512-7
Hardcover ISBN
978-3-642-04511-0
Softcover ISBN
978-3-642-26108-4
Series ISSN
1860-949X
Edition Number
1
Number of Pages
VIII, 293
Topics