COMPLEX-VALUED NEURAL NETWORKS<br> Theories and Applications

COMPLEX-VALUED NEURAL NETWORKS
Theories and Applications

CONTENTS


FRONT MATTER	i
Complex-Valued Neural Networks: An Introduction Akira Hirose	1
Orthogonal Decision Boundaries and Generalization of Complex-Valued Neural Networks Tohru Nitta	7
Complex-Valued Neural Associative Memories: Network Stability and Learning Algorithm Donq-Liang Lee	29
A Model of Complex-Valued Associative Memories and Its Dynamics Yasuaki Kuroe	57
Clifford Networks Justin Pearson	81
Complex Associative Memory and Complex Single Neuron Model Iku Nemoto	107
Data-Reusing Algorithm for Complex-Valued Adaptive Filters Danilo P. Mandic, Su Lee Goh and Andrew Hanna	131
Instantaneously Trained Neural Networks with Complex Inputs Pritam Rajagopal and Subhash Kak	157
Applications of Complex-Valued Neural Networks for Image Processing Hiroyuki Aoki	181
Memorization of Melodies Using Complex-Valued Recurrent Neural Network Makoto Kinouchi and Masafumi Hagiwara	205
Complex-Valued Generalized Hebbian Algorithm and Its Applications to Sensor Array Signal Processing Yanwu Zhang	227
Phasor Model with Application to Multiuser Communication Teruyuki Miyajima and Kazuo Yamanaka	251
Adaptive Interferometric Radar Image Processing by Using Complex-Valued Neural Network Andriyan Bayu Suksmono and Akira Hirose	277
Complex Neural Network Model with Analogy to Self-Oscillation Generated in an Optical Phase-Conjugate Resonator Mitsuo Takeda and Takaaki Kishigami	303
Coherent Lightwave Neural Network Systems: Use of Frequency Domain Sotaro Kawata and Akira Hirose	331
BACK MATTER	357
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