based on a resistive switching Pt/TiO 2−x / TiO 2 /Pt device (Figure 1b), since when the long-standing resistive switching devices over the past half century were all regarded as memristors [3] and aroused ever increasing research interest all over the world for promising nonvolatile memory, logic-in-memory as well as neuromorphic computing applications. [4][5][6][7][8] Memristors usually consist of a simple "metal/insulator/metal" sandwich structure and can be reversibly switched between a high resistance state (HRS, or off state) and a low resistance state (LRS, or on state) under external electrical stimuli. [6] Despite various switching mechanisms have been proposed and solidly confirmed, [7,8] of particular interest and importance is the ion migration-based filamentary mechanism that can ensure an enhanced performance as the device scaling down (Figure 1c). Excellent device miniaturization of <10 nm, [9,10] ultrafast operation speed of <1 ns, [11,12] and extreme switching endurance of >10 12 cycles [13] have been demonstrated in memristors with filamentary mechanism, in addition to their abundant storage media including oxides, nitrides, chalcogenides, polymers, and etc. [7,8] Room-temperature quantum conductance has also been found in these memristors when the size of conducting filaments is reduced down to atomic scale, [14][15][16] as schematically shown by the panels (ii) and (iii) in Figure 1c. In this scenario, the device conductance G is able to be expressed as