This paper discusses in detail the relations between the amplitude-frequency characteristic on the FIR filters with linear phase and the algorithm of the neural networks
proves the convergency theorem of the algorithm
and presents the design examples of the high-order multi-band-pass filters.The results show that the algorithm is efficient and excellent in the design field of the quasi-ideal multi-band-pass filters.