book announcement
Akira Hirose
ahirose at eis.t.u-tokyo.ac.jp
Wed Jan 7 06:28:20 EST 2004
I'm pleased to announce the availability of the following book:
"Complex-Valued Neural Networks: Theories and Applications"
Editor: Akira Hirose (The University of Tokyo)
Publisher: World Scientific Publishing Co. Pte. Ltd., Singapore,
in the Series on Innovative Intelligence
ISBN 981-238-464-2
Web site
http://www.eis.t.u-tokyo.ac.jp/news/cvnn_book.html
Amazon.com http://www.amazon.com/exec/obidos/tg/detail/-/9812384642/
Amazon.co.jp
http://www.amazon.co.jp/exec/obidos/ASIN/9812384642/
In recent years, complex-valued neural networks have widened the scope
of application in optoelectronics, imaging, remote sensing, quantum
neural devices and systems, spatiotemporal analysis of physiological
neural systems, and artificial neural information processing. In this
first- ever book on complex-valued neural networks, the most active
scientists at the forefront of the field describe theories and
applications from various points of view to provide academic and
industrial researchers with a comprehensive understanding of the
fundamentals, features and prospects of the powerful complex-valued
networks.
Contents:
George M. Georgiou (California State Univ.) Foreword
1 Akira Hirose (Univ. of Tokyo)
"Complex-Valued Neural Networks: An introduction"
2 Tohru Nitta (AIST)
"Critical points of the multi-layered complex-valued
neural networks"
3 Dong Liang Lee (Ta-Hwa Inst. Tech.)
"Complex-valued Neural Associative Memories: Learning
Algorithm and Network Stability"
4 Yasuaki Kuroe (Kyoto Inst. Tech.)
"A Model of Complex-Valued Associative Memories and Its
Dynamics"
5 Justin Pearson (Uppsala Univ.)
"Clifford Valued Neural Networks: Background, Theory and
Applications"
6 Iku Nemoto (Tokyo Denki Univ.) "A complex-valued neuron model and its
application to associative memory"
7 Danilo P. Mandic, S.L.Goh, A.Hanna (Imperial College of Science)
"A data-reusing gradient descent algorithm for complex-valued
recurrent neural networks"
8 Pritam Rajagopal, Subhash Kak (Louisiana State Univ.)
"Instantaneously trained neural networks with complex-valued
neurons"
9 Hiroyuki Aoki (Tokyo Coll. Tech.)
"Applications of Complex-Valued Neural Networks for Image
Processing"
10 Makoto Kinouchi, Masafumi Hagiwara (Keio Univ.)
"Memorization of Melodies Using Complex-valued Recurrent Neural
Network"
11 Yanwu Zhang (Aware Inc.)
"Complex-Valued Generalized Hebbian Algorithm and Its
Applications to Sensor Array Signal Processing"
12 Teruyuki Miyajima, Kazuo Yamanaka (Ibaraki Univ.)
"Phasor models and their applications to communications"
13 Andriyan Bayu Suksmono (Bandung Inst. Tech.), Akira Hirose (Univ. of
Tokyo)
"Adaptive Processing of Interferometric Radar Images"
14 Mitsuo Takeda, Takaaki Kishigami (Univ. of Electro-Commun.)
"Complex neural network model with an analogy to
self-oscillation generated in an optical phase-conjugate
resonator"
15 Sotaro Kawata, Akira Hirose (Univ. of Tokyo)
"Coherent Lightwave Neural Network Systems: Use of frequency
domain"
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