According to development of our colleges' mental health educational background and environment, a kind of mathematical model is used to assess mental health, combining the artificial neural network and fuzzy math theory. Detailed structure of proposed fuzzy neural network is given. Beside, the conjugate gradient algorithm is used to optimize parameters of this model. By choosing the important factors as input vector, this model is used to evaluate the psychological health of college students in China.