Abstract: Overview on neural network technology and its applications are introduced in the paper. Achievements in load tracing, power distribution, virtual measurements, fault diagnosis, transient recognition and nuclear fuel inspection and so on, suggest that it is an promising way to improve the safety and reliability of nuclear power plant, therefore, much effort should be taken to help it popular.