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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Hirose, Akira (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Έκδοση:2nd ed. 2012.
Σειρά:Studies in Computational Intelligence, 400
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.