Complex-Valued Neural Networks: Advances and Applications by Akira Hirose PDF

By Akira Hirose

ISBN-10: 111834460X

ISBN-13: 9781118344606

Presents the newest advances in complex-valued neural networks by means of demonstrating the idea in quite a lot of applications

Complex-valued neural networks is a quickly constructing neural community framework that makes use of advanced mathematics, displaying particular features in its studying, self-organizing, and processing dynamics. they're hugely appropriate for processing advanced amplitude, composed of amplitude and part, that's one of many center ideas in actual platforms to accommodate electromagnetic, mild, sonic/ultrasonic waves in addition to quantum waves, particularly, electron and superconducting waves. This truth is a serious virtue in functional functions in different fields of engineering, the place signs are frequently analyzed and processed in time/space, frequency, and part domains.

Complex-Valued Neural Networks: Advances and Applications covers state of the art subject matters and purposes surrounding this well timed topic. Demonstrating complicated theories with a variety of purposes, together with communique structures, photograph processing structures, and brain-computer interfaces, this article deals entire assurance of:

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

Presented via foreign specialists within the box, Complex-Valued Neural Networks: Advances and Applications is perfect for advanced-level computational intelligence theorists, electromagnetic theorists, and mathematicians drawn to computational intelligence, synthetic intelligence, desktop studying theories, and algorithms.

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Complex-Valued Neural Networks: Advances and Applications (IEEE Press Series on Computational Intelligence) by Akira Hirose

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