It is a frequently quoted fact that today's manufacturing functions are becoming more and more 'inter-disciplinary', with new approaches and techniques continuously and rapidly introduced and adopted. The recent applications of neural networks in manufacturing provide a typical example of this trend. This paper examines the structures and functions of neural networks, and provides some examples of their manufacturing applications.