IGZO/PVP Composite Nanofiber Neuromorphic Transistors with Optoelectronic Synapse Emulation and Reservoir Computing

被引:0
|
作者
Fu, Chuanyu [1 ,2 ]
Pei, Mengjiao [1 ]
Cui, Hangyuan [1 ]
Ke, Shuo [1 ]
Zhu, Yixin [1 ,2 ]
Wan, Changjin [3 ]
Wan, Qing [2 ,3 ]
机构
[1] Nanjing Univ, Sch Elect Sci & Engn, Nanjing 210093, Jiangsu, Peoples R China
[2] Yongjiang Lab Y LAB, Ningbo 315202, Zhejiang, Peoples R China
[3] Nanjing Univ, Collaborat Innovat Ctr Adv Microstruct, Sch Elect Sci & Engn, Natl Lab Solid State Microstruct, Nanjing 210093, Peoples R China
来源
JOURNAL OF PHYSICAL CHEMISTRY LETTERS | 2024年 / 15卷 / 38期
基金
中国国家自然科学基金;
关键词
D O I
10.1021/acs.jpclett.4c02234
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Nanofiber neuromorphic transistors are regarded as promising candidates for mimicking brain-like learning and advancing high-performance computing. Composite nanofibers (CNFs) typically exhibit enhanced optoelectronic and mechanical properties. In this study, indium-gallium-zinc oxide (IGZO)/polyvinylpyrrolidone (PVP) CNFs were synthesized, and the neuromorphic transistor was integrated on both rigid and flexible substrates. The learning behavior, characterized by the transition from short-term plasticity (STP) to long-term plasticity, was achieved through photoelectric stimulation of the rigid neuromorphic transistor. The nonlinear STP was simulated by the flexible neuromorphic transistor through electrical pulses, matching effectively with a reservoir computing (RC) system. Hand gesture recognition with little energy consumption (49 pJ per reservoir state) and a maximum accuracy of 92.86% has been achieved by the RC system, proving the substantial potential of the IGZO/PVP CNF neuromorphic transistor for wearable intelligent processing tasks.
引用
收藏
页码:9585 / 9592
页数:8
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