Abstract: This project will investigate the finite-time synchronization and fixed-time synchronization for switched complex networks via aperiodically intermittent pinning control. Firstly, a directed switched complex networks model with mixed time-varying delays is established. Based on the finite time stability theory, the sufficient conditions of finite-time synchronization and fixed-time synchronization for switched complex networks are derived by employing the aperiodic intermittent control, pinning control and adaptive control strategies and applying the mode-dependent average dwell time (MDADT) switching rules. Then, according to the actual state of switched complex network, the aperiodically intermittent pinning controller is designed based on event-triggered mechanism; the modified MDADT switching rule is proposed to make full use of the advantages of ADT and MDADT, and the finite-time synchronization and fixed-time synchronization scheme with less limitations is obtained. Finally, the research field is extended to complex-valued domain, and the model of complex-valued switched complex networks with time-varying delays is established. By designing a proper aperiodic intermittent pinning controller based on event-triggered mechanism and applying the modified MDADT switching rules, the sufficient conditions of finite-time synchronization and fixed-time synchronization for complex-valued switched complex networks are derived. The research of this project is a hot topic and has great significance to the developments of automatic control and artificial intelligence.