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Cellular Neural Networks: Chaos, Complexity and VLSI Processing (Springer Series in Advanced Microelectronics, Band 1) - Softcover

Buch 3 von 72: Springer Series in Advanced Microelectronics

Manganaro, Gabriele; Arena, Paolo; Fortuna, Luigi

 
9783642642326: Cellular Neural Networks: Chaos, Complexity and VLSI Processing (Springer Series in Advanced Microelectronics, Band 1)

Inhaltsangabe

The book is about new applications of cellular neural networks, new theoretical results and implementation issues. The reader will find thorough discussion on the subject, ranging from the highest-level aspects treated in rigorous analytic way, to the technological challenges and the circuit design aspects.

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This book presents a comprehensive description of the emerging technology of cellular neural networks (CNNs), the first general purpose analog microprocessors with applications including real-time image and audio processing, image recognition, and the solution of partial differential equations. It discusses some realistic industrial applications of CNNs (including automatic fruit classification, nuclear magnetic resonance spectra image processing, environmental modeling and simulation for pollution distribution forecast). Particular attention is paid to the study of CNNs in the context of nonlinear circuit theory. Emphasis is also given to chaotic oscillators and their application in secure communication and spread-spectrum systems. Discussed in addition is the subject of spatio-temporal dynamic phenomena in two-dimensional CNNs. It is shown how traveling wavefronts, spirals, and Turing patterns can develop in a regular and topologically simple array. The book is completed by the description of a real CMOS discrete-time switched-current chip implementation of a CNN. The book offers thorough discussions that range from issues at the system-level, which are characterized by a rigorous analytic approach, to the technological and IC design aspects. Examples, simulation studies and experimental results complement the theoretical results throughout.

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Weitere beliebte Ausgaben desselben Titels

9783540652021: Cellular Neural Networks: Chaos, Complexity and VLSI Processing (Springer Series in Advanced Microelectronics, Band 1)

Vorgestellte Ausgabe

ISBN 10:  3540652027 ISBN 13:  9783540652021
Verlag: Springer, 1999
Hardcover