Integrated In-Sensor Computing Optoelectronic Device for Environment-Adaptable Artificial Retina Perception Application

被引:195
作者
Meng, Jialin [1 ]
Wang, Tianyu [1 ]
Zhu, Hao [1 ,2 ]
Ji, Li [1 ,2 ]
Bao, Wenzhong [1 ]
Zhou, Peng [1 ,2 ]
Chen, Lin [1 ,2 ]
Sun, Qing-Qing [1 ,2 ]
Zhang, David Wei [1 ,2 ]
机构
[1] Fudan Univ, Sch Microelect, State Key Lab ASIC & Syst, Shanghai 200433, Peoples R China
[2] Natl Integrated Circuit Innovat Ctr, Shanghai 201203, Peoples R China
基金
中国博士后科学基金;
关键词
Artificial retina; in-sensor computing; 2D device; synaptic plasticity; flexible electronics;
D O I
10.1021/acs.nanolett.1c03240
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
With the development and application of artificial intelligence, there is an appeal to the exploitation of various sensors and memories. As the most important perception of human beings, vision occupies more than 80% of all the received information. Inspired by biological eyes, an artificial retina based on 2D Janus MoSSe was fabricated, which could simulate functions of visual perception with electronic/ion and optical comodulation. Furthermore, inspired by human brain, sensing, memory, and neuromorphic computing functions were integrated on one device for multifunctional intelligent electronics, which was beneficial for scalability and high efficiency. Through the formation of faradic electric double layer (EDL) at the metal-oxide/electrolyte interfaces could realize synaptic weight changes. On the basis of the optoelectronic performances, light adaptation of biological eyes, preprocessing, and recognition of handwritten digits were implemented successfully. This work may provide a strategy for the future integrated sensing-memory-processing device for optoelectronic artificial retina perception application.
引用
收藏
页码:81 / 89
页数:9
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