A new neural network classifier and its application to intelligent target detection

The typical four-layer forward fuzzy neural network (FNN) is modified, and a two-dimension input, five-layer FNN classifier with the analysis layer included is proposed and used for intelligent target detection. The application of this new detection approach to both the simulation data and the real data shows its advantages of simple structure, fast speed and high recognition rate.