Lecture Notes in Computer Science

Biological and Artificial Computation: From Neuroscience to Technology

International Work-Conference on Artificial and Natural Neural Networks, IWANN’97, Lanzarote, Canary Islands, Spain, June 4–6, 1997 Proceedings

Editors: Mira, Jose, Moreno-Diaz, Roberto, Cabestany, Joan (Eds.)

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About this book

This book constitutes the refereed proceedings of the International Work-Conference on Artificial Neural Networks, IWANN'97, held in Lanzarote, Canary Islands, Spain, in June 1997.
The volume presents 142 revised full papers selected from an overwhelming wealth of submissions. The volume is divided into sections on biological foundations of neural computation, formal tools and computational models of neurons and neural nets architectures, plasticity phenomena, complex systems dynamics, cognitive science and AI, neural nets simulation, emulation and implementation, methodology for data analysis, task selection and net design, neural networks for perception, and neural networks for communications, control and robotics.

Table of contents (5 chapters)

  • ECG beat classification with synaptic delay based artificial neural networks

    R. J. Duro, J. Santos

    Pages

  • Recursive hetero-associative memories for translation

    Mikel L. Forcada, Ramón P. Ñeco

    Pages

  • Accurate decomposition of standard MLP classification responses into symbolic rules

    Guido Bologna, Christian Pellegrini

    Pages

  • Short-term peak load forecasting: Statistical methods versus Artificial Neural Networks

    F. J. Marín, F. Sandoval

    Pages

  • The Kohonen algorithm: A powerful tool for analysing and representing multidimensional quantitative and qualitative data

    Marie Cottrell, Patrick Rousset

    Pages

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-540-69074-0
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.00
price for USA
  • ISBN 978-3-540-63047-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Biological and Artificial Computation: From Neuroscience to Technology
Book Subtitle
International Work-Conference on Artificial and Natural Neural Networks, IWANN’97, Lanzarote, Canary Islands, Spain, June 4–6, 1997 Proceedings
Editors
  • Jose Mira
  • Roberto Moreno-Diaz
  • Joan Cabestany
Series Title
Lecture Notes in Computer Science
Series Volume
1240
Copyright
1997
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-69074-0
DOI
10.1007/BFb0032457
Softcover ISBN
978-3-540-63047-0
Series ISSN
0302-9743
Edition Number
1
Number of Pages
XLII, 1406
Number of Illustrations and Tables
856 b/w illustrations
Topics