神经形态工程学
材料科学
光电子学
带宽(计算)
突触
人工神经网络
计算机科学
人工智能
神经科学
电信
生物
作者
Jinshi Zhao,Shutong Zheng,Liwei Zhou,Wei Mi,Yue Ding,Meng Wang
出处
期刊:Nanotechnology
[IOP Publishing]
日期:2023-01-25
卷期号:34 (14): 145201-145201
被引量:6
标识
DOI:10.1088/1361-6528/acb217
摘要
Artificial optoelectronic synapses have the advantages of large bandwidth, low power consumption and low crosstalk, and are considered to be the basic building blocks of neuromorphic computing. In this paper, a two-terminal optoelectronic synaptic device with ITO-MoOx-Pt structure is prepared by magnetron sputtering. The performance of resistive switching (RS) and the photo plastic properties of the device are analyzed and demonstrated. Electrical characterization tests show that the device has a resistive HRS/LRS ratio of about 90, stable endurance, and retention characteristics of more than 104s (85 °C). The physical mechanism of the device is elucidated by a conducting filament composed of oxygen vacancies. Furthermore, the function of various synaptic neural morphologies is successfully mimicked using UV light as the stimulation source. Including short-term/long-term memory, paired-pulse facilitation, the transition from short-term to long-term memory, and 'learning-experience' behavior. Integrated optical sensing and electronic data storage devices have great potential for future artificial intelligence, which will facilitate the rapid development of retina-like visual sensors and low-power neuromorphic systems.
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