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Existence and global exponential stability of almost periodic solutions for BAM neural networks with distributed leakage delays on time scales
Keywords:BAM neural networks; Almost periodic solution; Exponential stability; Exponential dichotomy; Distributed leakage delay
Abstract:
      In this paper, we deal with a class of BAM neural networks with distributed leakage delays on time scales. Some sufficient conditions which ensure the existence and exponential stability of almost periodic solutions for such class of BAM neural networks by applying the exponential dichotomy of linear differential equations, Lapunov functional method and contraction mapping principle. An example is given to illustrate the effectiveness of the theoretical predictions. The results obtained in this paper are completely new and complement the previously known publications.