材料科学
神经形态工程学
电解质
电阻随机存取存储器
快离子导体
X射线光电子能谱
电化学
氧气
纳米技术
电极
光电子学
化学工程
计算机科学
化学
物理化学
有机化学
机器学习
人工神经网络
工程类
作者
Revannath Dnyandeo Nikam,Myonghoon Kwak,Hyunsang Hwang
标识
DOI:10.1002/aelm.202100142
摘要
Abstract Artificial synapses based on electrochemical random‐access memory (ECRAM) have emerged as an important component for neuromorphic chips because they are capable to execute simultaneous signal transmission and memory operations. However, existing ECRAM synapse surfers with compatibility and rapid memory loss issue due to highly reactive Li + and H + cationic species. Here, all‐solid‐state oxygen ion‐based ECRAM (O‐ECRAM) synapse, which shows linear weight update characteristics through multi‐level nonvolatile analog conductance states is presented. Crucially, an O‐ECRAM device delivering the highly stable, nonvolatile multi‐level conductance states through reversibly controlling the O 2– ion tunneling via oxygen vacancies in oxides heterostructure of ionically conducting Y 2 O 3 ‐stabilized ZrO 2 electrolyte (YSZ) and electrically conducting WO 3 . The kinetic of O 2– induced reversible phase transition in WO 3 under YSZ electrolyte gating is triggered using X‐ray photoelectron spectroscopy. Ionic conduction of O 2– species through oxygen vacancies in YSZ electrolyte is traced by visualizing in situ conductive filament growth. Oxygen vacancy in YSZ electrolyte provides fast oxygen ion conduction, resulting in an analog switching in WO 3 with a fast speed of 10 ms, high retention of more than 10 3 s, and excellent endurance up to 10 3 pulses. These benefits prove that the O‐ECRAM device can be a potential candidate for developing neuromorphic hardware.
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