Stability conditions concerning neutral-type BAM neural networks with infinite distributed delay

This paper presents a class model for neutral-type bidirectional associative memory (BAM) neural networks (NNS) with infinite distributed delay. The model extends and improves some recent works for BAM-NNS. Based on the Lyapunov-Krasovskii functional (LKF) theory, the linear matrix inequality (LMI) method and some analysis techniques, the novel stability criteria for such model are obtained. Four numerical examples prove the validity and less conservativeness of the proposed criteria. The developed results are helpful to design of an actual system.

Automated summary

This paper introduces a new class model for neutral-type BAM-NNS with infinite distributed delay, and provides stability criteria based on LKF theory and LMI method. Numerical examples support the validity and less conservativeness of the proposed criteria, which are beneficial for actual system design.