Memristive response and neuromorphic functionality of polycrystalline ferroelectric Ca:HfO$_{2}$-based devices

Abstract

Memristors are considered key building blocks for the development of neuromorphic computing hardware. For ferroelectric memristors with a capacitor-like structure, the polarization direction modulates the height of the Schottky barriers -- present at ferroelectric/metal interfaces -- that control the device resistance. Here, we unveil the coexistence of multiple memristive mechanisms in Pt/Ca:HfO$_2$/Pt devices fabricated on silicon by a simple and effective low-toxicity chemical solution method. Depending on the fabrication conditions, either dielectric or ferroelectric devices are obtained, each one presenting a distinct memristive response. The devices are forming-free and can sustain ferroelectric switching and memristive behavior simultaneously. Aided by numerical simulations, we describe this behavior as a competition of different mechanisms, including the effect of the ferroelectric polarization on Schottky interfaces and oxygen vacancy electromigration. Finally, we propose a simple learning algorithm for time-series recognition, designed to take advantage of the resistance relaxations present in the case of the ferroelectric devices.