Impulsive pinning synchronization of stochastic discrete-time networks

Yang Tang, S. Y.S. Leung, Wai Keung Wong, Jian an Fang

Research output: Journal article publicationJournal articleAcademic researchpeer-review

46 Citations (Scopus)

Abstract

The pinning synchronization problem of stochastic impulsive networks (SIN) is investigated. Using Lyapunov stability theory and pinning method, some sufficient criteria are derived for asymptotical synchronization and exponential synchronization of such dynamical networks in mean square. Illustrative examples are provided to verify the effectiveness of the proposed approach.
Original languageEnglish
Pages (from-to)2132-2139
Number of pages8
JournalNeurocomputing
Volume73
Issue number10-12
DOIs
Publication statusPublished - 1 Jun 2010

Keywords

  • Exponential synchronization
  • Impulsive system
  • Pinning synchronization
  • Stochastic neural networks

ASJC Scopus subject areas

  • Computer Science Applications
  • Cognitive Neuroscience
  • Artificial Intelligence

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