Overview

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. The text covers not only conventional complexed-valued neural networks, but also quaternionic neural networks and clifford-algebraic neural networks, leading to comprehensive coverage of this timely subject.

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9781118590072

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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)

Author Information

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 Society. All contributors are members of the Task Force on Complex-Valued Neural Networks, IEEE Computational Intelligence Society Neural Network Technical Committee.

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