Abstract: The surface wave was classified by using three kinds of neural networks, i.e. self-organizing competition neural network, learning vector quantization（LVQ) neural network and probabilistic neural network（PNN）. Several experiments on different input situations for the three kinds of neural networks were discussed. Experimental results indicated that three kinds of neural networks had good performances in the classification.