Complex-valued neural networks
160,00 $

Complex-valued neural networks

AKIRA HIROSE


Complex-valued neural networks

AKIRA HIROSE

160,00 $ 160,00 $
Régulier: 160,00 $
Rabais: 0,00 $ (0%)
Livre numérique non disponible
Résumé

Presents the latest advances in complex-valued neural networks by demonstrating the theory in a wide range of applications

Complex-valued neural networks is a rapidly developing neural network framework that utilizes complex arithmetic, exhibiting specific characteristics in its learning, self-organizing, and processing dynamics. They are highly suitable for processing complex amplitude, composed of amplitude and phase, which is one of the core concepts in physical systems to deal with electromagnetic, light, sonic/ultrasonic waves as well as quantum waves, namely, electron and superconducting waves. This fact is a critical advantage in practical applications in diverse fields of engineering, where signals are routinely analyzed and processed in time/space, frequency, and phase domains.

Complex-Valued Neural Networks: Advances and Applications covers cutting-edge topics and applications surrounding this timely subject. Demonstrating advanced theories with a wide range of applications, including communication systems, image processing systems, and brain-computer interfaces, this text offers comprehensive coverage of:

  • Conventional complex-valued neural networks
  • Quaternionic neural networks
  • Clifford-algebraic neural networks

Presented by international experts in the field, Complex-Valued Neural Networks: Advances and Applications is ideal for advanced-level computational intelligence theorists, electromagnetic theorists, and mathematicians interested in computational intelligence, artificial intelligence, machine learning theories, and algorithms.


Détails
Titre
Complex-valued neural networks
Auteur
Prix
160,00 $
Sujet
Format Poche
Non
Langue
Français/French
Date de publication
2013-05-01
ISBN
9781118590140
Code Interne
2173834
Numéro de produit
2173834
Format numérique
pdf
Protection
Adobe DRM
Entrepôt Numérique
NUMILOG

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