Abstract: The error representation is reformulated by the Lyapunov energy function reflects the difference between the desired group delay response and the designed response. The optimal filter group delay function is obtained when the neural network is convergence. Furthermore, the proposed method using a weighted updating function can make a very good approximation of the minimax solution. Simulation results indicate that the proposed approach has the advantage of effectiveness and is suitable for hardware implementation in real time