Abstract
This paper deals with the problem of delay‐dependent stability criterion of uncertain periodic switched recurrent neural networks with time‐varying delays. When uncertain discrete‐time recurrent neural network is a periodic system, it is expressed as switched neural network for the finite switching state. Based on the switched quadratic Lyapunov functional approach (SQLF) and free‐weighting matrix approach (FWM), some linear matrix inequality criteria are found to guarantee the delay‐dependent asymptotical stability of these systems. Two examples illustrate the exactness of the proposed criteria.
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