记忆电阻器
神经形态工程学
材料科学
兴奋性突触后电位
遗忘
计算机科学
光电子学
长时程增强
电子工程
人工神经网络
神经科学
抑制性突触后电位
人工智能
化学
工程类
心理学
生物化学
受体
认知心理学
作者
Nasir Ilyas,Chunmei Li,Jinyong Wang,Xiangdong Jiang,Hao Fu,Fucai Liu,Deen Gu,Yadong Jiang,Wei Li
标识
DOI:10.1021/acs.jpclett.1c03912
摘要
Dielectric SiO2 has possible uses as an active layer for emerging memory due to its high on/off ratio and low operation voltage. However, SiO2-based memory that relies on the conducting filament still has limited endurance and stability. Here, we have constructed a passivated layer of SiO2 using Ag-doped SrTiO3, which serves as a Ag ion reservoir for the control of filament formation. It is demonstrated that the modified memristor presents an excellent endurance switching and could stably be operated in an ambient environment for 20 days without visible degradation. Based on the reliable switching, the synaptic functions such as excitatory postsynaptic current, paired-pulse facilitation, transition from short-term memory to long-term memory, and potentiation/depression have also been implemented. Furthermore, a 7 × 7 pixel array made from memristors has successfully mimicked simple learning and forgetting behavior. The experimental results offer an alternative approach for SiO2-based memristors and a possibility to be applied in neuromorphic computing.
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