Abstract: In this paper, Kancrva’s Sparse Distributed Memory （SDM） model is described and theproblems occurring in the application of chinese character association arc pointed out so that novelmodified SDM model is presented. Experiments have shown that memory capacity of proposed modelis larger and performance of fault-tolerance is improved.