A Ta/HfO₂/RuO₂ dual-mode memristor was proposed for digital and analog device operations. The detailed mechanism of device switching has been proposed with precise material and electrical analysis. High on/off ratio (>10³) for digital operation and continuous resistance states for analog operation were simultaneously implemented in a single device with excellent reliability.