神经形态工程学
环境友好型
量子点
材料科学
光电子学
纳米技术
晶体管
数码产品
计算机科学
电气工程
人工神经网络
工程类
人工智能
生态学
电压
生物
作者
Ziyi Guo,Junyao Zhang,Jun Wang,Xu Liu,Pu Guo,Tongrui Sun,Li Li,Huaiyu Gao,Lize Xiong,Jia Huang
出处
期刊:Nano Letters
[American Chemical Society]
日期:2024-05-09
卷期号:24 (20): 6139-6147
被引量:1
标识
DOI:10.1021/acs.nanolett.4c01606
摘要
Organic transistors based on organic semiconductors together with quantum dots (QDs) are attracting more and more interest because both materials have excellent optoelectronic properties and solution processability. Electronics based on nontoxic QDs are highly desired considering the potential health risks but are limited by elevated surface defects, inadequate stability, and diminished luminescent efficiency. Herein, organic synaptic transistors based on environmentally friendly ZnSe/ZnS core/shell QDs with passivating surface defects are developed, exhibiting optically programmable and electrically erasable characteristics. The synaptic transistors feature linear multibit storage capability and wavelength-selective memory function with a retention time above 6000 s. Various neuromorphic applications, including memory enhancement, optical communication, and memory consolidation behaviors, are simulated. Utilizing an established neuromorphic model, accuracies of 92% and 91% are achieved in pattern recognition and complicated electrocardiogram signal processing, respectively. This research highlights the potential of environmentally friendly QDs in neuromorphic applications and health monitoring.
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