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  • Book
  • © 1998

Neural Networks in Multidimensional Domains

Fundamentals and New Trends in Modelling and Control

  • The first argument of its kind to be published

  • Has multidisciplinary appeal for students in related areas

  • The content, layout and price are ideal for graduates and students

Part of the book series: Lecture Notes in Control and Information Sciences (LNCIS, volume 234)

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eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-1-84628-527-1
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Softcover Book USD 109.00
Price excludes VAT (USA)

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Table of contents (7 chapters)

About this book

In this monograph, new structures of neural networks in multidimensional domains are introduced. These architectures are a generalization of the Multi-layer Perceptron (MLP) in Complex, Vectorial and Hypercomplex algebra. The approximation capabilities of these networks and their learning algorithms are discussed in a multidimensional context. The work includes the theoretical basis to address the properties of such structures and the advantages introduced in system modelling, function approximation and control. Some applications, referring to attractive themes in system engineering and a MATLAB software tool, are also reported. The appropriate background for this text is a knowledge of neural networks fundamentals. The manuscript is intended as a research report, but a great effort has been performed to make the subject comprehensible to graduate students in computer engineering, control engineering, computer sciences and related disciplines.

Keywords

  • MATLAB
  • algorithms
  • control
  • control engineering
  • learning algorithm
  • modeling
  • neural networks
  • robotics

Bibliographic Information

  • Book Title: Neural Networks in Multidimensional Domains

  • Book Subtitle: Fundamentals and New Trends in Modelling and Control

  • Editors: Paolo Arena, Luigi Fortuna, Giovanni Muscato, Maria Gabriella Xibilia

  • Series Title: Lecture Notes in Control and Information Sciences

  • DOI: https://doi.org/10.1007/BFb0047683

  • Publisher: Springer London

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag London 1998

  • Softcover ISBN: 978-1-85233-006-4

  • eBook ISBN: 978-1-84628-527-1

  • Series ISSN: 0170-8643

  • Series E-ISSN: 1610-7411

  • Edition Number: 1

  • Number of Pages: XIV, 169

  • Number of Illustrations: 7 b/w illustrations

  • Topics: Control and Systems Theory

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • ISBN: 978-1-84628-527-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 109.00
Price excludes VAT (USA)