Volume 39 Issue 3
Mar.  2013
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Li Xiuling. Dynamical quality in bidirectional associative memory neural network model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(3): 371-375. (in Chinese)
Citation: Li Xiuling. Dynamical quality in bidirectional associative memory neural network model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(3): 371-375. (in Chinese)

Dynamical quality in bidirectional associative memory neural network model

  • Received Date: 19 Mar 2012
  • Publish Date: 31 Mar 2013
  • In order to study for the effect of delay in dynamic behavior of associative memory neural network model, an n+1-dimensional bidirectional associative memory (BAM) neural network model with multi-delay was considered. Sufficient conditions for nontrivial periodic solution were met by the model by taking delay as a parameter, using the global Hopf bifurcation existence theorem of the functional differential equation and the Bendixson non-existent theorem of the ordinary differential equation. These provide important theoretical basis for the design and application of BAM neural network. Finally, numerical simulations were carried out and results show that the proposed conclusion is effective.

     

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