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Cellular Neural Networks: Dynamics and Modelling

Name: Cellular Neural Networks: Dynamics and Modelling
Brand: Springer
SKU: 02109888
Price: 101.79 EUR
Availability: InStock
Author: A. Slavova
ISBN: 9789048162543

A. Slavova

Lingua

Inglese

Libro In brossura

Codice Libristo: 02109888

Casa editrice Springer, dicembre 2010

This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning... Descrizione completa

Codice Libristo: 02109888

249 b

101.79 €

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This book deals with new theoretical results for studying Cellular Neural Networks (CNNs) concerning its dynamical behavior. New aspects of CNNs' applications are developed for modelling of some famous nonlinear partial differential equations arising in biology, genetics, neurophysiology, physics, ecology, etc. The analysis of CNNs' models is based on the harmonic balance method well known in control theory and in the study of electronic oscillators. Such phenomena as hysteresis, bifurcation and chaos are studied for CNNs. §The topics investigated in the book involve several scientific disciplines, such as dynamical systems, applied mathematics, mathematical modelling, information processing, biology and neurophysiology. The reader will find comprehensive discussion on the subject as well as rigorous mathematical analyses of networks of neurons from the view point of dynamical systems. The text is written as a textbook for senior undergraduate and graduate students in applied mathematics. Providing a summary of recent results on dynamics and modelling of CNNs, the book will also be of interest to all researchers in the area.