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用于类脑功能的突触离子电子器件:原理与应用。

Synaptic Iontronic Devices for Brain-Mimicking Functions: Fundamentals and Applications.

机构信息

Key Laboratory of Environmentally Friendly Chemistry and Applications of Ministry of Education, College of Chemistry, Xiangtan University, Xiangtan 411105, China.

Beijing National Laboratory for Molecular Sciences, Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, the Chinese Academy of Sciences (CAS), Beijing 100190, China.

出版信息

ACS Appl Bio Mater. 2021 Jan 18;4(1):71-84. doi: 10.1021/acsabm.0c00806. Epub 2020 Sep 2.

Abstract

Inspired by the information transmission mechanism in the central nervous systems of life, synapse-mimicking devices have been designed and fabricated for the purpose of breaking the bottleneck of von Neumann architecture and realizing the construction of effective hardware-based artificial intelligence. In this case, synaptic iontronic devices, dealing with current information with ions instead of electrons, have attracted enormous scientific interests owing to their unique characteristics provided by ions, such as the designability of charge carriers and the diversity of chemical regulation. Herein, the basic conception, working mechanism, performance metrics, and advanced applications of synaptic iontronic devices based on three-terminal transistors and two-terminal memristors are systematically reviewed and comprehensively discussed. This Review provides a prospect on how to realize artificial synaptic functions based on the regulation of ions and raises a series of further challenges unsolved in this area.

摘要

受生命中枢神经系统信息传递机制的启发,为突破冯·诺依曼架构的瓶颈,实现有效的基于硬件的人工智能构建,设计并制造出了类突触器件。在这种情况下,以离子而非电子处理电流信息的突触离子器件,由于其提供的独特特性,例如载流子的可设计性和化学调控的多样性,引起了人们极大的科学兴趣。本文系统地综述和全面讨论了基于三端晶体管和二端忆阻器的突触离子器件的基本概念、工作机制、性能指标和先进应用。本综述提供了一种基于离子调控来实现人工突触功能的前景,并提出了该领域尚未解决的一系列进一步挑战。

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