We experimentally demonstrate and present an analytical model for a nanoscale metal/oxide/metal device that simultaneously exhibits memristance, based on oxygen vacancy drift, and current-controlled negative differential resistance, based on a metal-insulator transition instability. We show that this oxide nanodevice can be used to fabricate a continuously tunable voltage-controlled oscillator.