In this paper, the modulation of conductance levels resistive random access memory (RRAM) devices is used for generation numbers by applying a train RESET pulses. The influence pulse amplitude and width on device resistance also analyzed. For each characteristic, number pulses required to drive particular threshold variable, it exploited extract numbers. Based behavior, generator (RNG) circuit ...