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Complex-valued neural networks : advances and applications / edited by Akira Hirose.

Contributor(s): Material type: TextTextSeries: IEEE series on computational intelligencePublication details: Hoboken : Wiley, 2013.Description: 1 online resource (310 pages)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9781118590072
  • 1118590074
  • 9781118590140
  • 1118590147
Subject(s): Genre/Form: Additional physical formats: Print version:: Complex-valued neural networks.DDC classification:
  • 006.3/2 006.32
LOC classification:
  • QA76.87
Online resources: Summary: 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.
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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.

Includes bibliographical references and index.

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