Almost Periodicity in Impulsive Fractional-Order Reaction-Diffusion Neural Networks With Time-Varying Delays.

Journal: IEEE transactions on cybernetics
Published Date:

Abstract

A neural-network model of fractional order with impulsive perturbations, time-varying delays, and reaction-diffusion terms is investigated in this article. The focus is on investigating qualitative properties of the states and developing new almost periodicity and stability criteria. The uncertain case is also considered. Examples are established and the effectiveness of the obtained criteria is demonstrated.

Authors

  • Jinde Cao
  • Gani Stamov
    Department of Mathematics, Technical University of Sofia, 8800 Sliven, Bulgaria.
  • Ivanka Stamova
    Department of Mathematics, University of Texas at San Antonio, San Antonio, TX 78249, USA. Electronic address: ivanka.stamova@utsa.edu.
  • Stanislav Simeonov