Dynamical analysis of memristor-based fractional-order neural networks with time delay
Xueli Cui, Yongguang Yu, Wang Hu, Wei Hu · Modern Physics Letters B · 2016
In this paper, the memristor-based fractional-order neural networks with time delay are analyzed. Based on the theories of set-value maps, differential inclusions and Filippov’s solution, some sufficient conditions for asymptotic stability of this neural network model are obtained when the external inputs are constants. Besides, uniform stability condition is derived when the external inputs are time-varying, and its attractive interval is estimated. Finally, numerical examples are given to verify our results.