In this paper, based on the mass assignment theory proposed by J.F. Baldwin et al. , the new mass assignment based fuzzy CMAC is presented. Accordingly, its learning rules are also investigated. The theoretical research results reveal that this new mass assignment based fuzzy CMAC is a universal approximator, and has its learning convergence. Therefore, this new fuzzy CMAC has very important potentials of applications.