Exponential lag synchronization for memristor-based neural networks with mixed time delays via hybrid switching control

In this paper, the exponential lag synchronization for a class of memristor-based neural networks with mixed time-delays is investigated via hybrid switching control method. Based on the theory of differential equations with discontinuous right-hand side, several new sufficient conditions ensuring the exponential lag synchronization of memristor-based chaotic neural networks are obtained by designing two diffident hybrid switching controllers and constructing novel Lyapunov functionals. Finally, a numerical example with simulation is given to show the effectiveness and feasibility of the obtained results.