Abstract In this study, a physical reservoir computing system, hardware-implemented neural network, was demonstrated using piezoelectric MEMS resonator. The transient response of the resonator used to incorporate short-term memory characteristics into eliminating commonly time-delayed feedback. addition, were improved by introducing delayed signal capacitance-resistor series circuit. A Pb(Zr,Ti...