Abstract and Applied Analysis (Jan 2012)

Dynamical Behaviors of Stochastic Reaction-Diffusion Cohen-Grossberg Neural Networks with Delays

  • Li Wan,
  • Qinghua Zhou,
  • Jizi Li

DOI
https://doi.org/10.1155/2012/369725
Journal volume & issue
Vol. 2012

Abstract

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This paper investigates dynamical behaviors of stochastic Cohen-Grossberg neural network with delays and reaction diffusion. By employing Lyapunov method, Poincaré inequality and matrix technique, some sufficient criteria on ultimate boundedness, weak attractor, and asymptotic stability are obtained. Finally, a numerical example is given to illustrate the correctness and effectiveness of our theoretical results.