A resistive random access memory (ReRAM) device is provided. The ReRAM device includes a stack structure including a first electrode, a metal oxide layer in contact with the first electrode, and a second electrode in contact with the metal oxide layer. A portion of the stack structure is modified by ion implantation, and the modified portion of the stack structure is offset from edges of the stack structure.