This paper deals with the stability issue of T-S fuzzy models by eigenvalue analysis. Based on Lyapunov's direct method, the stability of T-S fuzzy models can be reduced to finding a common positive definite matrix. Conditions for the existence of such a matrix are discussed in terms of eigenvalue distributions. Then, the relaxed eigenvalue constraints for the the stabilization of T-S fuzzy models are given via state feedback controllers.