(color online) Reliability improvement of RRAM induced by graphene.^[50] (a) Switching characteristics of the ZnO-based RRAM with/without graphene layer. (b) The switching yield of ZnO and ZnO/graphene devices in different atmospheres. (c), (d) Box and whisker plots for the atmosphere-dependent resistance of ZnO and ZnO/graphene devices.