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Impact of electrolyte density on synaptic characteristics of oxygen-based ionic synaptic transistor
Applied Physics Letters ( IF 4 ) Pub Date : 2021-09-08 , DOI: 10.1063/5.0059804
Chuljun Lee 1 , Wooseok Choi 1 , Myunghoon Kwak 1 , Seyoung Kim 1 , Hyunsang Hwang 1
Affiliation  

An oxygen-based ionic synaptic transistor (O-IST) is a promising synaptic element for neuromorphic computing. In this study, we demonstrated that the density of the electrolyte plays a key role in achieving excellent synaptic characteristics in an O-IST. In a Pr0.7Ca0.3MnO3-based O-IST, we precisely controlled the density of the HfOx electrolyte and found that a low-density electrolyte could improve the ion mobility. Owing to the improved ion mobility and controlled ion migration, we demonstrated that excellent synaptic characteristics, such as a wide dynamic range, linear weight update, low operating voltage operations, and stable cyclic operation, were achieved. Finally, we confirmed an improved pattern recognition accuracy using an O-IST with an HfOx electrolyte of optimal density.

中文翻译:

电解质密度对氧基离子突触晶体管突触特性的影响

基于氧的离子突触晶体管 (O-IST) 是用于神经形态计算的有前途的突触元件。在这项研究中,我们证明了电解质的密度在 O-IST 中实现优异的突触特性方面起着关键作用。在基于 Pr 0.7 Ca 0.3 MnO 3的 O-IST 中,我们精确控制了 HfO x的密度电解质,发现低密度电解质可以提高离子迁移率。由于改进的离子迁移率和受控的离子迁移,我们证明了优异的突触特性,例如宽动态范围、线性权重更新、低工作电压操作和稳定循环操作。最后,我们使用具有最佳密度的 HfO x电解质的 O-IST 确认了模式识别精度的提高。
更新日期:2021-09-10
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