Abstract: The paper introduced a new kind of neural network: PID neural network and its multi variable and strong coupled time varying system. The structure and the algorithm were given, the characteritics of the time varying system were analyzed, the real time simulation results of double variable and strong coupled time varying system were shown. It proved that the PID neural network has perfect decouple and self learning control performance for strong coupled time varying system.