Since two decades ago, research on resistive memories has continuosly grown, gathering relevance through the variety of different technologies that fit into the non-volatile memories' area. In this study, we discuss the performance and electrical characteristics of RRAM cells constituted by MIM stacks with dielectric formed by Nb 2 O 5 -doped SiO 2 . We report experimental results that show a clear improvement in the resistive behavior of the devices and an excellent analogical control of the intermediate levels between high-resistance and low-resistance states.