Cellular Neural Networks: Chaos, Complexity and VLSI Processing

Cellular Neural Networks: Chaos, Complexity and VLSI Processing

by Gabriele Manganaro, Paolo Arena, Luigi Fortuna
     
 

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The book is about new applications of cellular neural networks (CNNs), new theoretical results and implementation issues. This topic involves several scientific disciplines including circuit theory, microelectronics, dynamic systems theory and applied mathematics, information processing, biology, neurophysiology, and robotics, to cite but a few. Significant

Overview

The book is about new applications of cellular neural networks (CNNs), new theoretical results and implementation issues. This topic involves several scientific disciplines including circuit theory, microelectronics, dynamic systems theory and applied mathematics, information processing, biology, neurophysiology, and robotics, to cite but a few. Significant attention is paid to small-size CNNs for generating chaotic dynamics and also to their application in the area of nonlinear circuit synchronization and secure communication. Complex spatio-temporal phenomena in simple CNN models are investigated. A CMOS discrete-time switched-current implementation of a CNN is presented in detail. The reader will find thorough discussion on the subject, ranging from the highest-level aspects treated in a rigorous and analytic way, to the technological challenges and the circuit design aspects.

Editorial Reviews

From the Publisher

From the reviews:

"The book is divided into eight chapters and each of them guides us through one area where the CNNs can be used … . I recommend the publication to everybody, who is interested in the CNN and its application and implementation, but also to those who face some of the technologies described there, such as nonlinear dynamics, synchronization, signal processing or motion control, because the CNN can show a quite novel and beneficial point of view." (Václav Dekanovský, Neural Network World, Vol. 15 (5), 2005)

Product Details

ISBN-13:
9783642642326
Publisher:
Springer Berlin Heidelberg
Publication date:
07/31/2012
Series:
Springer Series in Advanced Microelectronics , #1
Edition description:
Softcover reprint of the original 1st ed. 1999
Pages:
273
Product dimensions:
6.10(w) x 9.25(h) x 0.02(d)

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