 This research paper examines the effects of oxygen vacancy concentrations on the performance of resistive switching devices. It found that the presence of oxygen vacancies can be used to control the formation of conductive filaments, which can improve the performance of resistive switching memories. This article was authored by Xing Wu, Kaihou Yu, Dongqiu Cha, and others.