In this paper, nonvolatile nano-floating gate memory devices are fabricated with ZnO nanowires and Al nanoparticles on a $SiO_2/Si$ substrate. Al nanoparticles used as floating gate nodes are formed by the sputtering method. The fabricated device exhibits a threshold voltage shift of -1.5 V. In addition, we investigate the endurance and retention characteristics of the nano-floating gate memory device.