Robust Stability Analysis for Delayed BAM Neural Networks

Authors:
Yijing Wang;Zhiqiang Zuo
Affiliations:
School of Electrical Engineering & Automation, Tianjin University, Tianjin, 300072, China;School of Electrical Engineering & Automation, Tianjin University, Tianjin, 300072, China
Venue:
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Year:
2007

Citing 2
Cited 0

Bidirectional associative memories

IEEE Transactions on Systems, Man and Cybernetics
Global asymptotic stability of delayed bi-directional associative memory neural networks

Applied Mathematics and Computation

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Abstract

The problem of robust stability for a class of uncertain bidirectional associative memory neural networks with time delays is investigated in this paper. A more general Lyapunov-Krasovskii functional is proposed to derive a less conservative robust stability condition within the framework of linear matrix inequalities. A numerical example is given to illustrate the effectiveness of the proposed method.