Abstract: There have been many attempts to use neural networks in control systems. Based on special characteristics, they provide an approach with significant potential toward intelligent control. This paper reviews the emerging field of neural networks for control systems. The methods used in this field can be broadly classified as: 1) BP network controllers 2)fuzzy control based on associative memory models, and 3) neural networks for optimization. Comments on these methods and expectations are also given in.this paper.