Complex-Valued Neural Networks

This book is the second enlarged and revised edition of the first successful monograph on complex-valued neural networks (CVNNs) published in 2006, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineerin...

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Bibliographic Details
Main Author: Hirose, Akira (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edition:2nd ed. 2012.
Series:Studies in Computational Intelligence, 400
Subjects:
Online Access:Full Text via HEAL-Link
Table of Contents:
  • Complex-valued neural networks fertilize electronics
  • Neural networks: The characteristic viewpoints
  • Complex-valued neural networks: Distinctive features
  • Constructions and dynamics of neural networks
  • Land-surface classification with unevenness and reflectance taken into consideration
  • Adaptive radar system to visualize antipersonnel plastic landmines
  • Removal of phase singular points to create digital elevation map
  • Lightwave associative memory that memorizes and recalls information depending on optical-carrier frequency
  • Adaptive optical-phase equalizer
  • Developmental learning with behavioral-mode tuning by carrier-frequency modulation
  • Pitch-asynchronous overlap-add waveform-concatenation speech synthesis by optimizing phase spectrum in frequency domain.