Abstract: A novel method of the on-line model parameter estimation using the associative memory system via discrete Taylor series (DTS-AMS) is proposed. It makes a new access to applying the DTS-AMS to intelligent control and signal processing. Its feasibility and effectiveness are shown by numerical simulation.