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Akira Hirose - Complex-Valued Neural Networks - 9781118344606 - V9781118344606
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Complex-Valued Neural Networks

€ 149.92
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Description for Complex-Valued Neural Networks Hardcover. This book covers the hot topics and applications surrounding complex-valued neural networks. It demonstrates advanced theories with a wide range of applications, including optoelectronics systems, imaging systems, and remote sensing systems. Editor(s): Hirose, Akira. Series: IEEE Press Series on Computational Intelligence. Num Pages: 304 pages, Illustrations. BIC Classification: UYQN. Category: (P) Professional & Vocational. Dimension: 239 x 156 x 23. Weight in Grams: 672.

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 ... Read more

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.

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Product Details

Format
Hardback
Publication date
2013
Publisher
John Wiley & Sons Inc United States
Number of pages
304
Condition
New
Series
IEEE Press Series on Computational Intelligence
Number of Pages
312
Place of Publication
, United States
ISBN
9781118344606
SKU
V9781118344606
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-50

About Akira Hirose
AKIRA HIROSE, PhD, is a Professor in the Department of Electrical Engineering and Information Systems, the University of Tokyo, Japan. His main fields of interest are wireless electronics and neural networks on which he has published several books. Dr. Hirose is a Fellow of the IEEE, a senior member of the IEICE, and Vice President of the Japanese Neural Network ... Read more

Reviews for Complex-Valued Neural Networks
“In summary, this book contains a wide variety of hot topics on advanced computational intelligence methods which incorporate the concept of complex and hypercomplex number systems into the framework of artificial neural networks . . . Nevertheless, it seems that the applications of CVNNs and hypercomplex-valued neural networks are very promising.”  (IEEE Computational intelligence magazine, 1 May 2013)

Goodreads reviews for Complex-Valued Neural Networks


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