中国科学(化学)2024,Vol.54Issue(4) :468-484.DOI:10.1360/SSC-2024-0031

三端晶体管的人工突触器件:材料、结构与系统

Three-terminal artificial synaptic devices based on transistors:materials,structures and systems

刘毅 刘甲奇 陈家欣 徐文涛
中国科学(化学)2024,Vol.54Issue(4) :468-484.DOI:10.1360/SSC-2024-0031

三端晶体管的人工突触器件:材料、结构与系统

Three-terminal artificial synaptic devices based on transistors:materials,structures and systems

刘毅 1刘甲奇 1陈家欣 1徐文涛1
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作者信息

  • 1. 光电子薄膜器件与技术研究所,天津市光电子薄膜器件与技术重点实验室,南开大学电子信息与光学工程学院,教育部薄膜光电子技术工程研究中心,智能传感交叉科学中心,天津 300350;南开大学深圳研究院,深圳 518000
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摘要

神经形态工程学旨在从硬件层面上构建人工仿生神经系统,模拟人脑独特高效的运行机制,进而实现神经形态感知和类脑计算功能.生物突触是人脑学习和记忆的基本结构与功能单元.因此,构建类生物突触结构、功能的电子器件是实现神经形态感知与计算的关键.相较于两端的阻变器件,三端突触晶体管在实现多态调控和降低能量消耗上都具有优势.此外,三端突触晶体管还可以将压力、温度等外界物理刺激转化为电信号,在采集视觉、听觉、嗅觉等信号来工作的人造感知神经系统方面有广阔的应用前景.本文综述了三端突触晶体管的材料选择、器件结构以及功能应用,并重点介绍了基于三端突触晶体管的人造视觉、听觉和嗅觉三种感知系统的最新进展.最后,总结了三端突触晶体管及其构建的人造感知系统面临的挑战,并对其未来发展进行了展望.

Abstract

Neuromorphic engineering aims to build artificial bionic nervous systems on hardware to emulate the unique and efficient operating mechanism of the brain,implementing neuromorphic perception and brain-inspired computing.Synapses are the basic structure and functional units of learning and memory.Therefore,the construction of synapses-like electronic devices is the key to achieving neuromorphic perception and computing.Three-terminal transistor devices have advantages in realizing multi-state regulation and reducing energy consumption.In addition,the three-terminal transistor can also convert external physical stimuli such as pressure and temperature into electrical signals.It has a broad application prospect in the artificial sensory nervous system,which collects visual,auditory and olfactory signals to work.In this paper,material selection and the device structure of three-terminal synaptic transistors are reviewed,and the recent progress in artificial vision,hearing and smell perception systems based on the three-terminal synaptic transistor is introduced.Finally,we summarizes the challenges faced by the three-terminal synaptic transistor and its associated artificial sensing system while also providing a glimpse into the prospects for its future development.

关键词

三端晶体管/生物突触/突触可塑性/人工突触器件/人造感知系统

Key words

three-terminal transistor/biological synapse/synaptic plasticity/artificial synaptic device/artificial sensing system

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基金项目

国家杰出青年科学基金(T2125005)

国家重点研发计划政府间国际科技创新合作项目(2022YFE0198200)

天津市杰出青年科学基金(19JCJQJC61000)

深圳市科技计划(JCYJ20210324121002008)

国家重点研发计划(2022YFA1204500)

国家重点研发计划(2022YFA1204504)

出版年

2024
中国科学(化学)
中国科学院

中国科学(化学)

CSTPCD北大核心
影响因子:0.685
ISSN:1674-7224
参考文献量89
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