an:07048794
Zbl 1426.34103
Shao, Hanyong; Li, Huanhuan; Zhu, Chuanjie
New stability results for delayed neural networks
EN
Appl. Math. Comput. 311, 324-334 (2017).
00432226
2017
j
34K20 92B20
neural networks; Lyapunov-krasovskii functional; integral inequality; asymptotic stability
Summary: This paper is concerned with the stability for delayed neural networks. By more fully making use of the information of the activation function, a new Lyapunov-Krasovskii functional (LKF) is constructed. Then a new integral inequality is developed, and more information of the activation function is taken into account when the derivative of the LKF is estimated. By Lyapunov stability theory, a new stability result is obtained. Finally, three examples are given to illustrate the stability result is less conservative than some recently reported ones.