“…1,2 Among the candidates of nonvolatile memory devices, resistive random access memory (RRAM) devices have advantages including a simple metal-insulator-metal structure, high operation speed, low operating voltage, low energy consumption, etc. [2][3][4] A variety of metal oxides (such as HfO 2 , ZrO 2 , Ta 2 O 5 , and TiO 2 ) have been used in RRAM devices based on conductive filaments. 5,6 However, the local heating effect produces uncontrolled conductive filaments, resulting in challenges including switching current overshoot, non-uniformity, and device-to-device variation.…”