On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays

The exponential periodicity and stability of continuous nonlinear neural networks with variable coefficients and distributed delays are investigated via employing Young inequality technique and Lyapunov method. Some new sufficient conditions ensuring existence and uniqueness of periodic solution fo...

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Detalles Bibliográficos
Autores principales: Lou, Xuyang, Cui, Baotong
Formato: Articulo
Lenguaje:Inglés
Publicado: 2007
Materias:
Ciencias Informáticas
Neural nets
exponential periodicity
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/9562
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Oct07-7.pdf
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-9562
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Neural nets
exponential periodicity
spellingShingle Ciencias Informáticas
Neural nets
exponential periodicity
Lou, Xuyang
Cui, Baotong
On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
topic_facet Ciencias Informáticas
Neural nets
exponential periodicity
description The exponential periodicity and stability of continuous nonlinear neural networks with variable coefficients and distributed delays are investigated via employing Young inequality technique and Lyapunov method. Some new sufficient conditions ensuring existence and uniqueness of periodic solution for a general class of neural systems are obtained. Without assuming the activation functions are to be bounded, differentiable or strictly increasing. Moreover, the symmetry of the connection matrix is not also necessary. Thus, we generalize and improve some previous works, and they are easy to check and apply in practice.
format Articulo
Articulo
author Lou, Xuyang
Cui, Baotong
author_facet Lou, Xuyang
Cui, Baotong
author_sort Lou, Xuyang
title On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
title_short On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
title_full On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
title_fullStr On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
title_full_unstemmed On Exponential Periodicity And Stability of Nonlinear Neural Networks With Variable Coefficients And Distributed Delays
title_sort on exponential periodicity and stability of nonlinear neural networks with variable coefficients and distributed delays
publishDate 2007
url http://sedici.unlp.edu.ar/handle/10915/9562
http://journal.info.unlp.edu.ar/wp-content/uploads/JCST-Oct07-7.pdf
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AT cuibaotong onexponentialperiodicityandstabilityofnonlinearneuralnetworkswithvariablecoefficientsanddistributeddelays
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