In the first approach, the conventional artificial neural networks(fuzzy perce ption) were used to approximate and predict the Shenzhen composite index. Based on this result, wavelet network were utilized, which is a hybrid of wavelet transform and neural network , to carry the same task. Comparing the prediction errors from both approaches clearly show that wavelet network offers very satisfied results.