This document describes a memristor device using a heterojunction of silver nanoparticles and aluminum oxide for resistive switching applications. The device consists of an aluminum-aluminum oxide-silver nanoparticles-aluminum structure. Current-voltage measurements show a transition between two states, with a resistance ratio of 105 for the major transition and a ratio of 101 for the minor transition. Scanning electron microscopy images confirm the growth of a thin aluminum oxide film consisting of spherical nanoparticles approximately 40nm in size on an aluminum substrate. This memristor operates at low voltages and shows potential for non-volatile resistive random access memory.