This document presents a memristor-capacitor based startup circuit for voltage reference generators. It derives theoretical equations describing memristor switching behavior and proposes a startup circuit using a series combination of memristor and capacitor. Simulation results show the memristor-based circuit achieves an on to off state transition in 2.8 ns, much faster than a conventional MOSFET-based startup circuit which takes 55.56 ns. While no significant speed difference is seen compared to a resistor-based startup circuit, the memristor circuit offers area savings due to memristors' smaller size compared to resistors.