Hongmei Bao. New p-th Moment Exponential Stability Criteria for FCNNs with Time-Varying Delays and Stochastic Effects. Dynamic Systems and Applications 29 (2020), No. 2, 355-366

https://doi.org/10.46719/dsa202029211

ABSTRACT.
This paper is concerned with p-th moment exponential stability of fuzzy cellular neural networks (FCNNs) with time-varying delays and stochastic effects. Constructing some suitable Lyapunov functional and using stochastic analysis technique, some sufficient conditions are presented to guarantee p-th moment exponential stability of stochastic FCNNs with time-varying delays. The condition contains and improves some of the previous results in the earlier references. Moreover an example is provided to illustrate results obtained.

AMS (MOS) Subject Classification. 34K20; 34K13; 92B20.