Pinning Synchronization of Delayed Neural Networks with Nonlinear Inner-Coupling | Zendy

Yangling Wang | Zendy; Jinde Cao | Zendy

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Pinning Synchronization of Delayed Neural Networks with Nonlinear Inner-Coupling

Author(s) -

Yangling Wang,

Jinde Cao

Publication year - 2011

Publication title -

discrete dynamics in nature and society

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.264

H-Index - 39

eISSN - 1607-887X

pISSN - 1026-0226

DOI - 10.1155/2011/901085

Subject(s) - irreducibility , synchronization (alternating current) , nonlinear system , coupling (piping) , symmetry (geometry) , control theory (sociology) , artificial neural network , stability (learning theory) , linear matrix inequality , mathematics , matrix (chemical analysis) , physics , topology (electrical circuits) , computer science , pure mathematics , mathematical optimization , materials science , quantum mechanics , combinatorics , geometry , control (management) , artificial intelligence , machine learning , metallurgy , composite material

Without assuming the symmetry and irreducibility of the outer-coupling weight configuration matrices, we investigate the pinning synchronization of delayed neural networks with nonlinear inner-coupling. Some delay-dependent controlled stability criteria in terms of linear matrix inequality (LMI) are obtained. An example is presented to show the application of the criteria obtained in this paper

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