Global exponential stability of hybrid bidirectional associative memory neural networks with discrete delays.

@article{Liao2003GlobalES,
  title={Global exponential stability of hybrid bidirectional associative memory neural networks with discrete delays.},
  author={Xiaofeng Liao and Kwok-Wo Wong},
  journal={Physical review. E, Statistical, nonlinear, and soft matter physics},
  year={2003},
  volume={67 4 Pt 1},
  pages={042901}
}
In this paper, the dynamical characteristics of hybrid bidirectional associative memory neural networks with constant transmission delays are investigated. Without assuming symmetry of synaptic connection weights and monotonicity and differentiability of activation functions, Halanay-type inequalities (which are different from the approach of constructing Lyapunov functionals) are employed to derive the delay-independent sufficient conditions under which the networks converge exponentially to… CONTINUE READING

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