Abstract: Applying the principle of the artificial network computation, the paper establishes the relationship of 6 param-eters with the grade of surrounding rock stability and makes the classification of surrounding rock stability. The study shows that artificial neural network model is feasible and effective in classification of surrounding rock stability.