Research is performed of predicting May～September precipitation in 1991 (the exceptionally great flood year) and 1994 (the drought year), using the data from six cities of east China with the aid of the model of back propagation type artificial neural network (BP-ANN). Evidence shows that the general trend predicted for the rainfall excess/deficit agress with observations and the forecasting was attempted for the summer of 1995.