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Zbl 1071.93048
Cao, Jinde; Liang, Jinling; Lam, James
Exponential stability of high-order bidirectional associative memory neural networks with time delays. (English)
[J] Physica D 199, No. 3-4, 425-436 (2004). ISSN 0167-2789

A class of high-order bidirectional associative memory neural networks with time delays is studied. Exponential stability for such nets is proved by using the linear matrix inequality method and the Lyapunov functional method. The given examples confirm the obtained results.
[Angela Slavova (Sofia)]
MSC 2000:
*93D30 Scalar and vector Lyapunov functions
92B20 General theory of neural networks
93D09 Robust stability of control systems
15A39 Linear inequalities

Keywords: high-order neural networks; exponential stability; bidirectional associative memory; Lyapunov functional; time delays; linear matrix inequality

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