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Complex-valued Neural Networks : Theories And Applications - Akira Hirose

Complex-valued Neural Networks

Theories And Applications

By: Akira Hirose (Editor)

Hardcover Published: 18th November 2003
ISBN: 9789812384645
Number Of Pages: 388

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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.

Foreword
Preface
Complex-Valued Neural Networks: An Introductionp. 1
Orthogonal Decision Boundaries and Generalization of Complex-Valued Neural Networksp. 7
Complex-Valued Neural Associative Memories: Network Stability and Learning Algorithmp. 29
A Model of Complex-Valued Associative Memories and Its Dynamicsp. 57
Clifford Networksp. 81
Complex Associative Memory and Complex Single Neuron Modelp. 107
Data-Reusing Algorithm for Complex-Valued Adaptive Filtersp. 131
Instantaneously Trained Neural Networks with Complex Inputsp. 157
Applications of Complex-Valued Neural Networks for Image Processingp. 181
Memorization of Melodies Using Complex-Valued Recurrent Neural Networkp. 205
Complex-Valued Generalized Hebbian Algorithm and Its Applications to Sensor Array Signal Processingp. 227
Phasor Model with Application to Multiuser Communicationp. 251
Adaptive Interferometric Radar Image Processing by Using Complex-Valued Neural Networkp. 277
Complex Neural Network Model with Analogy to Self-Oscillation Generated in an Optical Phase-Conjugate Resonatorp. 303
Coherent Lightwave Neural Network Systems: Use of Frequency Domainp. 331
Indexp. 357
Contributorsp. 361
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9789812384645
ISBN-10: 9812384642
Series: Series On Innovative Intelligence
Audience: Tertiary; University or College
Format: Hardcover
Language: English
Number Of Pages: 388
Published: 18th November 2003
Publisher: World Scientific Publishing Co Pte Ltd
Country of Publication: SG
Dimensions (cm): 23.42 x 15.55  x 2.49
Weight (kg): 0.68

Earn 685 Qantas Points
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