Studies in Computational Intelligence

Trends in Neural Computation

Editors: Chen, Ke, Wang, Lipo (Eds.)

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  • ISBN 978-3-540-36122-0
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About this book

Nowadays neural computation has become an interdisciplinary field in its own right; researches have been conducted ranging from diverse disciplines, e.g. computational neuroscience and cognitive science, mathematics, physics, computer science, and other engineering disciplines. From different perspectives, neural computation provides an alternative methodology to understand brain functions and cognitive process and to solve challenging real-world problems effectively.

Trend in Neural Computation includes twenty chapters either contributed from leading experts or formed by extending well selected papers presented in the 2005 International Conference on Natural Computation. The edited book aims to reflect the latest progresses made in different areas of neural computation, including theoretical neural computation, biologically plausible neural modeling, computational cognitive science, artificial neural networks – architectures and learning algorithms and their applications in real-world problems. Researchers, graduate students and industrial practitioners in the broad areas of neural computation would benefit from the state-of-the-art work collected in this book.

Table of contents (6 chapters)

  • Hyperbolic Function Networks for Pattern Classification

    Kar-Ann Toh, Quoc-Long Tran, Dipti Srinivasan

    Pages 1-33

  • Selecting Data for Fast Support Vector Machines Training

    Jigang Wang, Predrag Neskovic, Leon N. Cooper

    Pages 61-84

  • A Hippocampus-Neocortex Model for Chaotic Association

    Takashi Kuremoto, Tsuyoshi Eto, Kunikazu Kobayashi, et al.

    Pages 111-133

  • Learning Mechanisms in Networks of Spiking Neurons

    QingXiang Wu, Martin McGinnity, Liam Maguire, Bredan Glackin, Ammar Belatreche

    Pages 171-197

  • Short Term Electric Load Forecasting: A Tutorial

    Elias Kyriakides, Marios Polycarpou

    Pages 391-418

Buy this book

eBook $229.00
price for USA (gross)
  • ISBN 978-3-540-36122-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $289.00
price for USA
  • ISBN 978-3-540-36121-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $289.00
price for USA
  • ISBN 978-3-642-07159-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Trends in Neural Computation
Editors
  • Ke Chen
  • Lipo Wang
Series Title
Studies in Computational Intelligence
Series Volume
35
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-36122-0
DOI
10.1007/978-3-540-36122-0
Hardcover ISBN
978-3-540-36121-3
Softcover ISBN
978-3-642-07159-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 512
Number of Illustrations and Tables
141 b/w illustrations, 18 illustrations in colour
Topics