Flexible Printed Ultraviolet‐to‐Near‐Infrared Broadband Optoelectronic Carbon Nanotube Synaptic Transistors for Fast and Energy‐Efficient Neuromorphic Vision Systems

宽带 神经形态工程学 紫外线 材料科学 光电子学 碳纳米管 红外线的 晶体管 纳米技术 计算机科学 光学 物理 电信 工程类 电气工程 人工神经网络 人工智能 电压
作者
Zebin Li,Min Li,Tianxiang Zhu,Benxiang Li,Zebin Wang,Shuangshuang Shao,Zhen‐Yan Deng,Xinluo Zhao,Cheng Liu,Jianwen Zhao
出处
期刊:Small methods [Wiley]
卷期号:8 (12): e2400359-e2400359 被引量:18
标识
DOI:10.1002/smtd.202400359
摘要

To simulate biological visual systems and surpass their functions and performance, it is essential to develop high-performance optoelectronic neuromorphic electronics with broadband response, low power consumption, and fast response speed. Among these, optoelectronic synaptic transistors have emerged as promising candidates for constructing neuromorphic visual systems. In this work, flexible printed broadband (from 275 to 1050 nm) optoelectronic carbon nanotube synaptic transistors with good stability, high response speed (3.14 ms), and low-power consumption (as low as 0.1 fJ per event with the 1050 nm pulse illumination) using PbS quantum dots (QDs) modified semiconducting single-walled carbon nanotubes (sc-SWCNTs) as active layers are developed. In response to optical pulses within the ultraviolet to near-infrared wavelength range, the optoelectronic neuromorphic devices exhibit excitatory postsynaptic current, paired-pulse facilitation, and a transition from short-term plasticity to long-term plasticity, and other optical synaptic behaviors. Furthermore, a simplified neural morphology visual array is developed to simulate integrated functions such as image perception, memory, and preprocessing. More importantly, it can also emulate other complicated bionic functions, such as the infrared perception of salmon eyes and the warning behavior of reindeer in different environments. This work holds immense significance in advancing the development of artificial neural visual systems.
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