Complex-Valued Neural Networks

This book is the first monograph ever on complex-valued neural networks, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. It is useful for those beginning their studie...

Full description

Bibliographic Details
Main Author: Hirose, Akira
Format: eBook
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2006, 2006
Edition:1st ed. 2006
Series:Studies in Computational Intelligence
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Basic Ideas and Fundamentals: Why are complex-valued neural networks inevitable?
  • Complex-valued neural networks fertilize electronics
  • Neural networks: The characteristic viewpoints
  • Complex-valued neural networks: Distinctive features
  • Constructions and dynamics of neural networks
  • Applications: How wide are the application fields?
  • 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