期刊
APPLIED SURFACE SCIENCE
卷 544, 期 -, 页码 -出版社
ELSEVIER
DOI: 10.1016/j.apsusc.2020.148796
关键词
Resistive switching; Memristor; Synaptic device; Transparent memory; Neuromorphic system
类别
资金
- National Research Foundation of Korea (NRF) - Korean government (MSIP) [2018R1C1B5046454]
In this study, ITO/ZTO/ITO transparent resistive memory with high optical transparency was fabricated using an industrial sputtering process. The electrical properties were found suitable for neuromorphic systems, with transient pulse responses and synaptic characteristics observed. Conductivity changes were confirmed through various analyses, and pattern recognition was demonstrated using conductance values for neuromorphic engineering.
In this work, ITO/ZTO/ITO transparent resistive memory was fabricated using a fully industrialized sputtering process. We investigate how the electrical properties correspond to biological synaptic characteristics to utilize the device in neuromorphic system. The optical transmittance was over 70% for all wavelengths in the visible region. Especially, it had the highest transparency of 87.1% at 710 nm. Among the diverse electrical measurements conducted on the device, the transient pulse responses with gradual switching is suitable for use in a hardware-based neuromorphic system. The synaptic characteristics in the device include paired-pulse facilitation (PPF) as well as long- and short-term memory plasticity determined by the type of input. The iso-surface charge density, integrated charge density, and Bader charge analysis were conducted to confirm the changes in conductivity of the ITO/ZTO/ITO structure that occurred with and without oxygen vacancies. Moreover, the pattern recognition was carried out by considering the conductance values of the measured data as the synaptic part of neuromorphic engineering.
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