Finite time stabilization of delayed neural networks
Time delays are taken into account in studying the finite time stability problem of neural networks. Provide general conditions on the feedback control law for the finite time stabilization of delayed neural networks (DNNs). Derive some specific conditions by designing two different controllers which include the delay-dependent and delay-independent ones. Discuss the extremum of the settling time functional and realize the optimal stabilization time under fixed control strength. Design a switched controller to optimize the settling time.
finite time stabilization delayed neural networks settling time switched controller delay-dependent controller delay-independent controller