Abstract:In this paper, an adaptlve neural network used in target identificatlOn IS glven. On the basis of this a new algorithm of combining multiple neural networks is presented. Ship radiated-noises' c1assificatlOn expenments reveal that this c1assificatlOn system has higher reliability , better identificatlOn rate, finer generalizatlOn , and important applicatlOn value 10 underwater target identificatlOn.