In this paper，we firstly analyse and compare the relationship and the difference between neurocomputer and traditional computer. Secondly, we survey the international research progresses of the neurocomputer in the recent years in the points of view of software，virtual，and full hardware realizations respectively. Finally，we present our own view on the reason for the development and decay of neural networks and suggest the research direction of the neurocomputer.