Flexible Memristor-Based Nanoelectronic Devices for Wearable Applications: A Review

被引:18
|
作者
Rao, Zhaowei [1 ]
Wang, Xufei [2 ,3 ]
Mao, Shuangsuo [1 ]
Qin, Jiajia [1 ]
Yang, Yusheng [1 ]
Liu, Mingnan [1 ]
Ke, Chuan [3 ]
Zhao, Yong [1 ,3 ]
Sun, Bai [4 ]
机构
[1] Fujian Normal Univ, Coll Phys & Energy, Fujian Prov Collaborat Innovat Ctr Adv High Field, Fuzhou 350117, Fujian, Peoples R China
[2] Jinniu Dist Adm Examinat & Approval Bur Chengdu, Chengdu 610000, Sichuan, Peoples R China
[3] Southwest Jiaotong Univ, Superconduct & New Energy R&D Ctr, Key Lab Adv Technol Mat, Chengdu 610031, Sichuan, Peoples R China
[4] Xi An Jiao Tong Univ, Frontier Inst Sci & Technol FIST, Xian 710049, Shaanxi, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
flexible memristor; wearable electronics; electronicskin; neuromorphic computing; information processing; artificial intelligence; RESISTIVE SWITCHING MEMORY; CARBON QUANTUM DOTS; HIGH-PERFORMANCE; THIN-FILMS; FILAMENT GROWTH; MUSCOVITE MICA; LOW-POWER; PEROVSKITE; BEHAVIOR; TRANSPARENT;
D O I
10.1021/acsanm.3c03397
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In the high-tech and intelligent era of the 21st century, as one of the important electronic devices, wearable electronic products can effectively improve work efficiency and quality of life. Since memristors have broad application prospects in information storage, neural synapses, neural networks, neuromorphic computation, electronic skin (e-skin), and brain-like chips, the development of flexible electronic devices based on memristors has received extensive attention. However, the incompatibility between the flexible substrate and the functional layer, the performance degradation after repeated bending, and the instability of devices in the biological environment greatly limit the commercial application of flexible memristors. In this review, the characteristics and applications of different types of functional layer nanomaterial-based memristors are first analyzed, and the preparation and integration of the devices are discussed. Then the development bottleneck of flexible memristors is introduced, and corresponding solutions are proposed. Finally, we look forward to the development of intelligent flexible memristors and point out the direction for the development of wearable electronic products based on flexible memristors, which promotes research of flexible memristors in artificial intelligence.
引用
收藏
页码:18645 / 18669
页数:25
相关论文
共 50 条
  • [21] Memristor-Based Computing
    John, Lizy K.
    Swartzlander, Earl E., Jr.
    IEEE MICRO, 2018, 38 (05) : 5 - 6
  • [22] Memristor-Based Multithreading
    Kvatinsky, Shahar
    Nacson, Yuval H.
    Etsion, Yoav
    Friedman, Eby G.
    Kolodny, Avinoam
    Weiser, Uri C.
    IEEE COMPUTER ARCHITECTURE LETTERS, 2014, 13 (01) : 41 - 44
  • [23] Memristor-based Arithmetic
    Bickerstaff, K'Andrea
    Swartzlander, Earl E., Jr.
    2010 CONFERENCE RECORD OF THE FORTY FOURTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS (ASILOMAR), 2010, : 1173 - 1177
  • [24] Flexible ferroelectric wearable devices for medical applications
    Tsikriteas, Zois Michail
    Roscow, James, I
    Bowen, Chris R.
    Khanbareh, Hamideh
    ISCIENCE, 2021, 24 (01)
  • [25] Secure Memristor-based Main Memory Secure Memristor-based Main Memory
    Kannan, Sachhidh
    Karimi, Naghmeh
    Sinanoglu, Ozgur
    2014 51ST ACM/EDAC/IEEE DESIGN AUTOMATION CONFERENCE (DAC), 2014,
  • [26] Functional Materials for Memristor-Based Reservoir Computing: Dynamics and Applications
    Zhang, Guohua
    Qin, Jingrun
    Zhang, Yue
    Gong, Guodong
    Xiong, Zi-Yu
    Ma, Xiangyu
    Lv, Ziyu
    Zhou, Ye
    Han, Su-Ting
    ADVANCED FUNCTIONAL MATERIALS, 2023, 33 (42)
  • [27] Memristor-based LSTM network with in situ training and its applications
    Liu, Xiaoyang
    Zeng, Zhigang
    Wunsch, Donald C., II
    NEURAL NETWORKS, 2020, 131 : 300 - 311
  • [28] Memristor-Based Square Root Computation for Signal Processing Applications
    Mahdavi, Mojtaba
    2024 IEEE INTERNATIONAL BLACK SEA CONFERENCE ON COMMUNICATIONS AND NETWORKING, BLACKSEACOM 2024, 2024, : 376 - 381
  • [29] Memristor-Based Fine Resolution Programmable Resistance and Its Applications
    Shin, Sangho
    Kim, Kyungmin
    Kang, Sung-Mo
    2009 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLUMES I & II: COMMUNICATIONS, NETWORKS AND SIGNAL PROCESSING, VOL I/ELECTRONIC DEVICES, CIRUITS AND SYSTEMS, VOL II, 2009, : 948 - 951
  • [30] HfO2 Memristor-Based Flexible Radio Frequency Switches
    Chen, Shih-Chieh
    Yang, Yu-Tao
    Tseng, Yun-Chien
    Chiou, Kun-Dong
    Huang, Po-Wei
    Chih, Jia-Hao
    Liu, Hsien-Yang
    Chou, Tsung-Te
    Jhang, Yang-Yu
    Chen, Chien-Wei
    Kuan, Chun-Hsiao
    Ho, E. Ming
    Chien, Chao-Hsin
    Kuo, Chien-Nan
    Cheng, Yu-Ting
    Lien, Der-Hsien
    ACS NANO, 2024, 19 (01) : 704 - 711