1. A resistive random access memory (RRAM) device, comprising: at least one first electrode; a resistive memory layer on the at least one first electrode, the resistive memory layer including a Ni oxide layer doped with at least one element selected from a group consisting of Fe, Co, and Sn; and at least one second electrode on the resistive memory layer.