학술논문

HfAlO-based ferroelectric memristors for artificial synaptic plasticity
Document Type
Original Paper
Source
Frontiers of Physics. 18(6)
Subject
memristor
ferroelectric domain polarization
resistance regulation
artificial synapse
Language
English
ISSN
2095-0462
2095-0470
Abstract
Memristors have received much attention for their ability to achieve multilevel storage and synaptic learning. However, the main factor that hinders the application of memristors to simulate neural synapses is the instability of the formation and breakage of conductive filaments inside traditional memristors, which makes it difficult to simulate the function of biological synapses in practice. However, the resistance change of ferroelectric memristors relies on the polarization inversion of the ferroelectric thin film, thus avoiding the above problem. In this study, a Pd/HfAlO/LSMO/STO/Si ferroelectric memristor is proposed, which can achieve resistive switching properties through the combined action of ferroelectricity and oxygen vacancies. The I–V curves show that the device has good stability and uniformity. In addition, the effect of pulse sequence modulation on the conductance was investigated, and the biological synaptic function and learning behavior were simulated successfully. The results of the above studies provide a basis for the development of ferroelectric memristors with neurosynaptic-like behaviors.