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Memristors stand out as the most promising candidates for non-volatile memory and neuromorphic computing due to their unique properties. A crucial strategy for optimizing memristor performance lies in voltage modulation, which is essential for achieving ultra-low power consumption in the nanowatt range and ultra-low energy operation below the femtojoule level. This capability is pivotal in overcoming the power consumption barrier and addressing the computational bottlenecks anticipated in the post-Moore era. However, for brain-inspired computing architectures that leverage high-density integrated memristor arrays, it is imperative to consider key device stability parameters, including the on/off ratio, high-speed response, retention time, and durability. Achieving efficient and stable ion/electron transport under low electric fields to develop low-voltage, high-performance memristors operating below 1 V is critical for advancing energy-efficient neuromorphic computing systems. This review provides a comprehensive overview of recent advancements in low-voltage memristors for neuromorphic computing. Firstly, it begins by elucidating the mechanisms that govern low-voltage memristor operation, such as electrochemical metallization and anion migration. These mechanisms play a pivotal role in determining the overall performance and reliability of memristors under low-voltage conditions. Secondly, the review then systematically examines the advantages of various material systems employed in low-voltage memristors, including transition metal oxides, two-dimensional materials, and organic materials. Each material system offers distinct benefits, such as low ion activation energy, appropriate defect density etc., which are critical for optimizing memristor performance at low operating voltages. Thirdly, the review consolidates strategies for achieving low-voltage memristors through advanced materials engineering, doping engineering, and interface engineering. Moreover, the potential applications of low-voltage memristors in neuromorphic function simulation and neuromorphic computing are discussed. Finally, the current problems of low-voltage memristors are discussed, especially the stability issues and limited application scenarios. Future research directions are proposed, focusing on exploring new material systems and physical mechanisms that could be integrated into device design to achieve higher-performance low-voltage memristors.
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Keywords:
- memristor /
- low-voltage /
- neuromorphic computing
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[1] Di Ventra M, Pershin Y V 2013 Nat. Phys. 9 200
[2] Valov I, Linn E, Tappertzhofen S, Schmelzer S, van den Hurk J, Lentz F, Waser R 2013 Nat. Commun. 4 1771
[3] Jo S H, Chang T, Ebong I, Bhadviya B B, Mazumder P, Lu W 2010 Nano Lett. 10 1297
[4] Zhang X M, Zhuo Y, Luo Q, Wu Z H, Midya R, Wang Z R, Song W H, Wang R, Upadhyay N K, Fang Y L, Kiani F, Rao M Y, Yang Y, Xia Q F, Liu Q, Liu M, Yang J J 2020 Nat. Commun. 11 51
[5] Li X, Tang J, Zhang Q, Gao B, Yang J J, Song S, Wu W, Zhang W, Yao P, Deng N, Deng L, Xie Y, Qian H, Wu H 2020 Nat. Nanotechnol. 15 776
[6] Choi S, Yang J, Wang G 2020 Adv. Mater. 32 2004659
[7] He K, Liu Y Q, Yu J C, Guo X T, Wang M, Zhang L D, Wan C J, Wang T, Zhou C J, Chen X D 2022 ACS Nano 16 9691
[8] Kim N, Oh J, Kim S, Cha J H, Choi J, Im S G, Choi S Y, Jang B C 2024 Adv. Funct. Mater. 34 2305136
[9] Yang J Q, Zhang F, Xiao H M, Wang Z P, Xie P, Feng Z H, Wang J J, Mao J Y, Zhou Y, Han S T 2022 ACS Nano 16 21324
[10] Li B, Wei W, Luo L, Gao M, Yu Z G, Li S, Ang K W, Zhu C 2022 Adv. Electron. Mater. 8 2200089
[11] Zhao H, Liu Z W, Tang J S, Gao B, Qin Q, Li J M, Zhou Y, Yao P, Xi Y, Lin Y D, Qian H, Wu H Q 2023 Nat. Commun. 14 2276
[12] Cai B Q, Huang Y, Tang L Z, Wang T Y, Wang C, Sun Q Q, Zhang D W, Chen L 2023 Adv. Funct. Mater. 33 2306272
[13] Duan H, Cheng S Q, Qin L, Zhang X L, Xie B Y, Zhang Y, Jie W J 2022 J. Phys. Chem. Lett. 13 7130
[14] Eberhardt, Duong, Thakoor International 1989 Joint Conference on Neural Networks p183-190 vol. 2
[15] Calimera A, Macii E, Poncino M 2013 Funct Neurol. 28 191
[16] Andreou A G, Meitzler R C, Strohbehn K, Boahen K A 1995 Neural Networks 8 1323
[17] Song M K, Kang J H, Zhang X Y, Ji W, Ascoli A, Messaris I, Demirkol A S, Dong B, Aggarwal S, Wan W 2023 ACS Nano 17 11994
[18] Park Y J, Lee J S 2022 J. Phys. Chem. Lett. 13 5638
[19] Wang J J, Qian F S, Huang S M, Lv Z Y, Wang Y, Xing X C, Chen M, Han S T, Zhou Y 2020 Adv. Intell. Syst. 3 2000180
[20] Hirose Y, Hirose H 1976 J. Appl. Phys. Vol. 47 2767
[21] Waser R, Aono M 2007 Nat. Mater. 6 833
[22] Strukov D B, Snider G S, Stewart D R, Williams R S 2008 Nature 453 80
[23] Vasilopoulou M, Mohd Yusoff A R b, Chai Y, Kourtis M A, Matsushima T, Gasparini N, Du R, Gao F, Nazeeruddin M K, Anthopoulos T D, Noh Y Y 2023 Nat. Electron. 6 949
[24] Cheng P, Sun K, Hu Y H 2016 Nano Lett. 16 572
[25] Lin W P, Liu S J, Gong T, Zhao Q, Huang W 2014 Adv. Mater. 26 570
[26] Kumar S, Wang X, Strachan J P, Yang Y, Lu W D 2022 Nat. Rev. Mater. 7 575
[27] Moon J, Ma W, Shin J H, Cai F, Du C, Lee S H, Lu W D 2019 Nat. Electron. 2 480
[28] West W C, Sieradzki K, Kardynal B, Kozicki M N 1998 J. Electrochem. Soc. 145 2971
[29] Yang Y C, Gao P, Li L, Pan X Q, Tappertzhofen S, Choi S, Waser R, Valov I, Lu W D 2014 Nat. Commun. 5 4232
[30] Zhu J D, Zhang T, Yang Y Y, Huang R 2020 Appl. Phys. Rev. 7 011312
[31] Xu W T, Cho H C, Kim Y H, Kim Y T, Wolf C, Park C G, Lee T o 2016 Adv. Mater. 28 5916
[32] Xiao Z G, Huang J S 2016 Adv. Electron. Mater. 2 1600100
[33] Sawa A 2008 Mater. Today 11 28
[34] Rao M Y, Tang H, Wu J B, Song W H, Zhang M, Yin W B, Zhuo Y, Kiani F, Chen B, Jiang X Q, Liu H F, Chen H Y, Midya R, Ye F, Jiang H, Wang Z R, Wu M C, Hu M, Wang H, Xia Q F, Ge N, Li J, Yang J J 2023 Nature 615 823
[35] Song W H, Rao M Y, Li Y N, Li C, Zhuo Y, Cai F X, Wu M C, Yin W B, Li Z Z, Wei Q 2024 Science 383 903
[36] Yang J J, Strukov D B, Stewart D R 2012 Nat. Nanotechnol. 8 13
[37] Li Z N, Tian B Y, Xue K H, Wang B, Xu M, Lu H, Sun H J, Miao X S 2019 IEEE Electron Device Lett. 40 1068
[38] Carlos E, Deuermeier J, Branquinho R, Gaspar C, Martins R, Kiazadeh A, Fortunato E 2021 J. Mater. Chem. C 9 3911
[39] Bian L Y, Xie M, Chong H, Zhang Z W, Liu G Y, Han Q S, Ge J Y, Liu Z, Lei Y, Zhang G W, Xie L H 2022 Chin. J. Chem. 40 2451
[40] Yue J L, Zou L Q, Bai N, Zhu C Q, Yi Y H, Xue F, Sun H J, Hu S, Cheng W M, He Q 2024 Small Methods n/a 2301657
[41] Saleem A, Kumar D, Singh A, Rajasekaran S, Tseng T Y 2022 Adv. Mater. Technol. 7 2101208
[42] Yoon J H, Zhang J M, Ren X C, Wang Z R, Wu H Q, Li Z Y, Barnell M, Wu Q, Lauhon L J, Xia Q F 2017 Adv. Funct. Mater. 27 1702010
[43] Li Y, Chu J X, Duan W J, Cai G S, Fan X H, Wang X Z, Wang G, Pei Y L 2018 ACS Appl. Mater. Interfaces 10 24598
[44] She Y, Wang F, Zhao X Y, Zhang Z Z, Li C, Pan H G, Hu K, Song Z T, Zhang K L 2021 IEEE Trans. Electron Devices 68 1950
[45] Yuan R, Tiw P J, Cai L, Yang Z Y, Liu C, Zhang T, Ge C, Huang R, Yang Y C 2023 Nat. Commun. 14 3695
[46] Yang K, Wang Y H, Tiw P J, Wang C M, Zou X L, Yuan R, Liu C, Li G, Ge C, Wu S, Zhang T, Huang R, Yang Y C 2024 Nat. Commun. 15 1693
[47] Fu Y Y, Zhou Y, Huang X D, Dong B Y, Zhuge F W, Li Y, He Y H, Chai Y, Miao X S 2022 Adv. Funct. Mater. 32 2111996
[48] Liu Z H, Cheng P P, Kang R Y, Zhou J, Zhao X, Zhao J, Zuo Z Y 2023 Adv. Mater. Interfaces 10 2201513
[49] Sun K X, Wang Q R, Zhou L, Wang J J, Chang J J, Guo R, Tay B K, Yan X B 2023 Sci. China Mater. 66 2013
[50] Berruet M, Pérez-Martínez J C, Romero B, Gonzales C, Al-Mayouf A M, Guerrero A, Bisquert J 2022 ACS Energy Lett. 7 1214
[51] Huang F C, Ge S P, Wei R L, He J Q, Ma X L, Tao J, Lu Q C, Mo X M, Wang C F, Pan C F 2022 ACS Appl. Mater. Interfaces 14 43474
[52] Kim S G, Van Le Q, Han J S, Kim H, Choi M J, Lee S A, Kim T L, Kim S B, Kim S Y, Jang H W 2019 Adv. Funct. Mater. 29 1906686
[53] Abbas G, Hassan M, Khan Q, Wang H F, Zhou G G, Zubair M, Xu X R, Peng Z C 2022 Adv. Electron. Mater. 8 2101412
[54] John R A, Shah N, Vishwanath S K, Ng S E, Febriansyah B, Jagadeeswararao M, Chang C-H, Basu A, Mathews N 2021 Nat. Commun. 12 3681
[55] Cheng X F, Qian W H, Wang J, Yu C, He J H, Li H, Xu Q F, Chen D Y, Li N J, Lu J M 2019 Small 15 1905731
[56] Zeng F J, Guo Y Y, Hu W, Tan Y Q, Zhang X M, Feng J L, Tang X S 2020 ACS Appl. Mater. Interfaces 12 23094
[57] Ren Y y, Bu X B, Wang M, Gong Y, Wang J J, Yang Y Y, Li G J, Zhang M, Zhou Y, Han S T 2022 Nat. Commun. 13 5585
[58] Lao J, Xu W, Jiang C L, Zhong N, Tian B B, Lin H C, Luo C H, Travas-sejdic J, Peng H, Duan C G 2021 J. Mater. Chem. C 9 5706
[59] Im I H, Baek J H, Kim S J, Kim J, Park S H, Kim J Y, Yang J J, Jang H W 2023 Adv. Mater. 36 2307334
[60] Li J X, Yang Y C, Yin M H, Sun X H, Li L D, Huang R 2020 Mater. Horiz. 7 71
[61] Mishra D, Mokurala K, Kumar A, Seo S G, Jo H B, Jin S H 2022 Adv. Funct. Mater. 33 2211022
[62] Su T K, Cheng W K, Chen C Y, Wang W C, Chuang Y T, Tan G H, Lin H C, Hou C H, Liu C M, Chang Y C, Shyue J J, Wu K C, Lin H W 2022 ACS Nano 16 12979
[63] Xu R J, Jang H, Lee M H, Amanov D, Cho Y, Kim H, Park S, Shin H-j, Ham D 2019 Nano Lett. 19 2411
[64] Yin L, Cheng R Q, Wen Y, Zhai B X, Jiang J, Wang H, Liu C S, He J 2022 Adv. Mater. 34 2108313
[65] Wang Y S, Liu H W, Liu P, Lu W L, Cui J Q, Chen X Y, Lu M 2022 J. Alloys Compd. 909 164775
[66] Wu X H, Ge R J, Chen P A, Chou H, Zhang Z P, Zhang Y F, Banerjee S, Chiang M H, Lee J C, Akinwande D 2019 Adv. Mater. 31 1806790
[67] Liu X L, Zhang C, Li E L, Gao C F, Wang R X, Liu Y, Liu F C, Shi W, Yuan Y H, Sun J, Lin Y F, Chu J H, Li W W 2024 Adv. Funct. Mater. 34 2309642
[68] Chen H H, Kang Y, Pu D, Tian M, Wan N, Xu Y, Yu B, Jie W J, Zhao Y D 2023 Nanoscale 15 4309
[69] Bertolazzi S, Bondavalli P, Roche S, San T, Choi S Y, Colombo L, Samorì P, Bonaccorso F 2019 Adv. Mater. 31 1806663
[70] Desai S B, Madhvapathy S R, Sachid A B, Llinas J P, Wang Q, Ahn G H, Pitner G, Kim M J, Bokor J, Hu C 2016 Science 354 99
[71] Kim S, Konar A, Hwang W S, Lee J H, Lee J, Yang J, Jung C, Kim H, Yoo J B, Choi J Y 2012 Nat. Commun. 3 1011
[72] Gosai J, Patel M, Liu L, Lokhandwala A, Thakkar P, Chee M Y, Jain M, Lew W S, Chaudhari N, Solanki A 2024 ACS Appl. Mater. Interfaces 16 17821
[73] Lu X F, Zhang Y S, Wang N Z, Luo S, Peng K L, Wang L, Chen H, Gao W B, Chen X H, Bao Y, Liang G c, Loh K P 2021 Nano Lett. 21 8800
[74] Sun Y J, Zhang R J, Teng C J, Tan J Y, Zhang Z H, Li S N, Wang J W, Zhao S L, Chen W J, Liu B L, Cheng H M 2023 Mater. Today 66 9
[75] Zhao H, Dong Z P, Tian H, DiMarzi D, Han M G, Zhang L H, Yan X D, Liu F X, Shen L, Han S J 2017 Adv. Mater. 29 1703232
[76] Eda G, Fanchini G, Chhowalla M 2008 Nat. Nanotechnol. 3 270
[77] Wang J, Liang M H, Fang Y, Qiu T F, Zhang J, Zhi L J 2012 Adv. Mater. 24 2874
[78] Sun Q J, Kim D H, Park S S, Lee N Y, Zhang Y, Lee J H, Cho K, Cho J H 2014 Adv. Mater. 26 4735
[79] Wang K Y, Li L T, Zhao R J, Zhao J H, Zhou Z Y, Wang J J, Wang H, Tang B K, Lu C, Lou J Z, Chen J S, Yan X B 2020 Adv. Electron. Mater. 6 1901342
[80] Li S F, Pam M E, Li Y S, Chen L, Chien Y C, Fong X Y, Chi D Z, Ang K W 2022 Adv. Mater. 34 2103376
[81] Feng X W, Li Y D, Wang L, Chen S, Yu Z G, Tan W C, Macadam N, Hu G H, Huang L, Chen L, Gong X, Chi D Z, Hasan T, Thean A V Y, Zhang Y W, Ang K W 2019 Adv. Electron. Mater. 5 1900740
[82] Shi Y Y, Liang X H, Yuan B, Chen V, Li H T, Hui F, Yu Z C W, Yuan F, Pop E, Wong H S P, Lanza M 2018 Nat. Electron. 1 458
[83] Ding G L, Chen R S, Xie P, Yang B D, Shang G, Liu Y, Gao L L, Mo W A, Zhou K, Han S T, Zhou Y 2022 Small 18 2200185
[84] Nikam R D, Rajput K G, Hwang H 2021 Small 17 2006760
[85] Ling S T, Zhang C, Ma C L, Li Y, Zhang Q C 2022 Adv. Funct. Mater. 33 2208320
[86] Yan X B, Wang K Y, Zhao J H, Zhou Z Y, Wang H, Wang J J, Zhang L, Li X Y, Xiao Z, Zhao Q L, Pei Y F, Wang G, Qin C Y, Li H, Lou J Z, Liu Q, Zhou P 2019 Small 15 1900107
[87] Wang K, Dai S L, Zhao Y W, Wang Y, Liu C, Huang J 2019 Small 15 1900010
[88] Sokolov A, Ali M, Li H, Jeon Y R, Ko M J, Choi C 2020 Adv. Electron. Mater. 7 2000866
[89] He N, Zhang Q Q, Tao L Y, Chen X T, Qin Q, Liu X Y, Lian X J, Wan X, Hu E, Xu J G, Xu F, Tong Y 2021 IEEE Electron Device Lett. 42 319
[90] Wang T Y, Meng J L, Zhou X F, Liu Y, He Z Y, Han Q, Li Q X, Yu J J, Li Z H, Liu Y K, Zhu H, Sun Q Q, Zhang D W, Chen P N, Peng H S, Chen L 2022 Nat. Commun. 13 7432
[91] Ahmed T, Kuriakose S, Tawfik S A, Mayes E L, Mazumder A, Balendhran S, Spencer M J, Akinwande D, Bhaskaran M, Sriram S, Walia S 2022 Adv. Funct. Mater. 32 2107068
[92] Ouyang J Y, Chu C W, Szmanda C R, Ma L P, Yang Y 2004 Nat. Mater. 3 918
[93] Hota M K, Bera M K, Kundu B, Kundu S C, Maiti C K 2012 Adv. Funct. Mater. 22 4493
[94] Li S Z, Zeng F, Chen C, Liu H Y, Tang G S, Gao S, Song C, Lin Y S, Pan F, Guo D 2013 J. Mater. Chem. C 1 5292
[95] Li J Y, Qian Y Z, Li W, Yu S C, Ke Y X, Qian H W, Lin Y H, Hou C H, Shyue J J, Zhou J, Chen Y, Xu J P, Zhu J T, Yi M D, Huang W 2023 Adv. Mater. 35 2209728
[96] Luo X L, Ming J Y, Gao J C, Zhuang J W, Fu J W, Ren Z H, Ling H F, Xie L H 2022 Front. Neurosci. 16
[97] Wang L, Qu J X, Li J Z, Wen D Z 2023 Adv. Mater. Technol. 8 2201540
[98] Wang L, Yang J, Zhang X F, Wen D Z 2023 Nanomaterials 13 3021
[99] Li H X, Li Q X, Li F Z, Liu J P, Gong G D, Zhang Y Q, Leng Y B, Sun T, Zhou Y, Han S T 2024 Advanced Materials 36 2308153
[100] Shaikh M T A S, Nguyen T H V, Jeon H J, Prasad C V, Kim K J, Jo E S, Kim S, Rim Y S 2024 Adv. Sci. 11 2306206
[101] Wang Z Y, Wang L Y, Wu Y M, Bian L Y, Nagai M, Jv R L, Xie L H, Ling H F, Li Q, Bian H Y, Yi M D, Shi N E, Liu X G, Huang W 2021 Adv. Mater. 33 2104370
[102] Zhou J, Li W, Chen Y, Lin Y H, Yi M D, Li J Y, Qian Y Z, Guo Y, Cao K Y, Xie L H, Ling H F, Ren Z J, Xu J P, Zhu J T, Yan S K, Huang W 2020 Adv. Mater. 33 2006201
[103] Yan X B, Li X Y, Zhou Z Y, Zhao J H, Wang H, Wang J J, Zhang L, Ren D L, Zhang X, Chen J S 2019 ACS Appl. Mater. Interfaces 11 18654
[104] Lin Y, Xu H Y, Wang Z Q, Cong T, Liu W Z, Ma H L, Liu Y C 2017 Appl. Phys. Lett. 110 193503
[105] Liu S Z, He Z L, Zhang B, Zhong X L, Guo B J, Chen W L, Duan H X, Tong Y, He H D, Chen Y, Liu G 2023 Adv. Sci. 10 2305075
[106] Zhou G D, Li J, Song Q L, Wang L D, Ren Z J, Sun B, Hu X F, Wang W H, Xu G B, Chen X D, Cheng L, Zhou F C, Duan S K 2023 Nat. Commun. 14 8489
[107] Wang R, Wang S S, Xin Y H, Cao Y X, Liang Y, Peng Y Q, Feng J, Li Y, Lv L, Ma X H, Wang H, Hao Y 2023 Small Sci. 3 2200082
[108] Oh J, Yang S Y, Kim S, Lee C, Cha J H, Jang B C, Im S G, Choi S Y 2023 Mater. Horiz. 10 2035
[109] Zhang T, Wang L Y, Ding W W, Zhu Y F, Qian H W, Zhou J, Chen Y, Li J Y, Li W, Huang L Y, Song C Y, Yi M D, Huang W 2023 Adv. Mater. 35 2302863
[110] Wang Y L, Su J, Ouyang G Y, Geng S Y, Ren M C, Pan W L, Bian J, Cao M H 2024 Adv. Funct. Mater. 34 2316397
[111] Zhu X J, Wang Q W, Lu W D 2020 Nat. Commun. 11 2439
[112] Zhu X J, Lee J H, Lu W D 2017 Adv. Mater. 29
[113] Nedelcu G, Protesescu L, Yakunin S, Bodnarchuk M I, Grotevent M J, Kovalenko M V 2015 Nano Lett. 15 5635
[114] Liu Z H, Cheng P P, Li Y F, Kang R Y, Zhou J, Zhao J, Zuo Z Y 2022 Mater. Chem. Phys. 288 126393
[115] Bala A, Sen A, Shim J, Gandla S, Kim S 2023 ACS Nano 17 13784
[116] Chaudhary M, Yang T Y, Chen C T, Lai P C, Hsu Y C, Peng Y R, Kumar A, Lee C H, Chueh Y L 2023 Adv. Funct. Mater. 33 2303697
[117] Tang B S, Veluri H, Li Y D, Yu Z G, Waqar M, Leong J F, Sivan M, Zamburg E, Zhang Y W, Wang J, Thean A V Y 2022 Nat. Commun. 13 3037
[118] Wang X J, Zhou Z, Ban C Y, Zhang Z P, Ju S, Huang X, Mao H W, Chang Q, Yin Y H, Song M Y, Cheng S, Ding Y M, Liu Z D, Ju R L, Xie L L, Miao F, Liu J Q, Huang W 2020 Adv. Sci. 7 1902864
[119] Chen J, Wang X J, Lu H, Liu Z D, Xiu F, Ban C Y, Zhou Z, Song M Y, Ju S, Chang Q, Liu J Q, Huang W 2018 Small Methods 2 1800040
[120] Li Y, Tang J, Gao B, Sun W, Hua Q, Zhang W, Li X, Zhang W, Qian H, Wu H 2020 Adv. Sci. 7 2002251
[121] Choi S H, Park S O, Seo S, Choi S 2022 Sci. Adv. 8 eabj7866
[122] Xu W T, Min S Y, Hwang H, Lee T W 2016 Sci. Adv. 2 e1501326
[123] Zhao Z, Abdelsamie A, Guo R, Shi S, Zhao J H, Lin W N, Sun K X, Wang J J, Wang J L, Yan X B, Chen J S 2021 Nano Res. 15 2682
[124] Lv Z Y, Zhu S R, Wang Y, Ren Y Y, Luo M T, Wang H N, Zhang G H, Zhai Y B, Zhao S L, Zhou Y, Jiang M H, Leng Y B, Han S T 2024 Adv. Mater. n/a 2405145
[125] Lv Z Y, Xing X C, Huang S M, Wang Y, Chen Z H, Gong Y, Zhou Y, Han S T 2021 Matter 4 1702
[126] Fu T, Liu X M, Gao H Y, Ward J E, Liu X R, Yin B, Wang Z R, Zhuo Y, Walker D J, Joshua Yang J, Chen J H, Lovley D R, Yao J 2020 Nat. Commun. 11 1861
[127] Fu T, Liu X M, Fu S, Woodard T, Gao H Y, Lovley D R, Yao J 2021 Nat. Commun. 12 3351
[128] Matsukatova A N, Vdovichenko A Y, Patsaev T D, Forsh P A, Kashkarov P K, Demin V A, Emelyanov A V 2022 Nano Res. 16 3207
[129] Yao Z Z, Pan L, Liu L Z, Zhang J D, Lin Q J, Ye Y X, Zhang Z J, Xiang S C, Chen B L 2019 Sci. Adv. 5 eaaw4515
[130] Zhang B, Chen W L, Zeng J M, Fan F, Gu J W, Chen X H, Yan L, Xie G J, Liu S Z, Yan Q, Baik S J, Zhang Z G, Chen W H, Hou J, El-Khouly M E, Zhang Z, Liu G, Chen Y 2021 Nat. Commun. 12 1984
[131] Liu S Z, Zeng J M, Wu Z X, Hu H, Xu A, Huang X H, Chen W L, Chen Q L, Yu Z, Zhao Y Y 2023 Nat. Commun. 14 7655
[132] Liu Y, Zhou X F, Yan H, Shi X, Chen K, Zhou J Y, Meng J L, Wang T Y, Ai Y, Wu J X 2023 Adv. Mater. 35 2301321
[133] Yan X B, Zhao Q L, Chen A P, Zhao J H, Zhou Z Y, Wang J J, Wang H, Zhang L, Li X Y, Xiao Z, Wang K Y, Qin C Y, Wang G, Pei Y F, Li H, Ren D L, Chen J S, Liu Q 2019 Small 15 1901423
[134] Song Y G, Suh J M, Park J Y, Kim J E, Chun S Y, Kwon J U, Lee H, Jang H W, Kim S, Kang C Y 2021 Adv. Sci. 9 2103484
[135] Liu Y X, Ye C, Chang K C, Li L, Jiang B, Xia C, Liu L, Zhang X, Liu X Y, Xia T 2020 Small 16 2004619
[136] Kim M K, Lee J S 2018 ACS Appl. Mater. Interfaces 10 10280
[137] Wang K Y, Chen J S, Yan X B 2021 Nano Energy 79 105453
[138] Li Y S, Xiong Y, Zhai B X, Yin L, Yu Y L, Wang H, He J 2024 Sci. Adv. 10 eadk9474
[139] Jiang Y, Wang D C, Lin N, Shi S H, Zhang Y, Wang S C, Chen X, Chen H G, Lin Y A, Loong K C 2023 Adv. Sci. 10 2301323
[140] Yan X B, Zhao J H, Liu S, Zhou Z Y, Liu Q, Chen J S, Liu X Y 2017 Adv. Funct. Mater. 28 1705320
[141] Tang L Z, Wang J A, Huang Y, Wang H S, Wang C, Yang Y M 2024 J. Mater. Chem. C 12 3622
[142] Wang T, Wang M, Wang J W, Yang L, Ren X Y, Song G, Chen S S, Yuan Y H, Liu R Q, Pan L, Li Z, Leow W R, Luo Y F, Ji S B, Cui Z Q, He K, Zhang F L, Lv F T, Tian Y Y, Cai K Y, Yang B W, Niu J Y, Zou H C, Liu S R, Xu G L, Fan X, Hu B H, Loh X J, Wang L H, Chen X D 2022 Nat. Electron. 5 586
[143] Zhang Y C, Liu L, Tu B, Cui B, Guo J H, Zhao X, Wang J Y, Yan Y 2023 Nat. Commun. 14 247
[144] Li H X, Li Q X, Li F Z, Liu J P, Gong G D, Zhang Y Q, Leng Y B, Sun T, Zhou Y, Han S T 2023 Adv. Mater. 36 2308153
[145] Zhang G H, Xiong Z Y, Gong Y, Zhu Z X, Lv Z Y, Wang Y, Yang J Q, Xing X C, Wang Z P, Qin J R, Zhou Y, Han S T 2022 Adv. Funct. Mater. 32 2204721
[146] Liu P S, Hui F, Aguirre F, Saiz F, Tian L L, Han T T, Zhang Z J, Miranda E, Lanza M 2022 Adv. Mater. 34 2201197
[147] Zhang Y, Han F, Fan S, Zhang Y P 2021 ACS Biomater. Sci. Eng. 7 3459
[148] Zhao M, Wang S, Li D, Wang R, Li F, Wu M, Liang K, Ren H, Zheng X, Guo C, Ma X, Zhu B, Wang H, Hao Y 2022 Adv. Electron. Mater. 8 2101139
[149] Xia Q, Qin Y X, Qiu P L 2022 Adv. Electron. Mater. 8 2200435
[150] Mullani N B, Kumbhar D D, Lee D H, Kwon M J, Cho S y, Oh N, Kim E T, Dongale T D, Nam S Y, Park J H 2023 Adv. Funct. Mater. 33 2300343
[151] Han J S, Le Q V, Choi J, Hong K, Moon C W, Kim T L, Kim H, Kim S Y, Jang H W 2018 Adv. Funct. Mater. 28 1870029
[152] Ye H B, Sun B, Wang Z Y, Liu Z Y, Zhang X N, Tan X H, Shi T L, Tang Z R, Liao G L 2020 J. Mater. Chem. C 8 14155
[153] Liu J Q, Gong J D, Wei H H, Li Y M, Wu H X, Jiang C P, Li Y L, Xu W T 2022 Nat. Commun. 13 7427
[154] Le Corre V M, Duijnstee E A, El Tambouli O, Ball J M, Snaith H J, Lim J, Koster L J A 2021 ACS Energy Lett. 6 1087
[155] John R A, Demirağ Y, Shynkarenko Y, Berezovska Y, Ohannessian N, Payvand M, Zeng P, Bodnarchuk M I, Krumeich F, Kara G 2022 Nat. Commun. 13 2074
[156] Murdoch B J, Raeber T J, Zhao Z C, McKenzie D R, McCulloch D G, Partridge J G 2019 Appl. Phys. Lett. 114 2207928
[157] Li M J, Liu H F, Zhao R Y, Yang F S, Chen M R, Zhuo Y, Zhou C W, Wang H, Lin Y F, Yang J J 2023 Nat. Electron. 6 491
[158] Guo J, Wang L Y, Liu Y, Zhao Z P, Zhu E B, Lin Z Y, Wang P Q, Jia C C, Yang S X, Lee S J, Huang W, Huang Y, Duan X F 2020 Matter 2 965
[159] Mao J Y, Wu S, Ding G L, Wang Z P, Qian F S, Yang J Q, Zhou Y, Han S T 2022 Small 18 2106253
[160] Sun L F, Zhang Y S, Han G, Hwang G, Jiang J B, Joo B, Watanabe K, Taniguchi T, Kim Y M, Yu W J, Kong B S, Zhao R, Yang H j 2019 Nat. Commun. 10 3161
[161] Wang M, Cai S H, Pan C, Wang C Y, Lian X J, Zhuo Y, Xu K, Cao T J, Pan X Q, Wang B G, Liang S J, Yang J J, Wang P, Miao F 2018 Nat. Electron. 1 130
[162] Sun Y L, Ding Y T, Xie D 2021 Adv. Funct. Mater. 31 2105625
[163] Khot A C, Nirmal K A, Dongale T D, Kim T G 2024 Small n/a 2400791
[164] Bean B P 2007 Nat. Rev. Neurosci. 8 451
[165] Wang Y, Gong Y, Huang S M, Xing X C, Lv Z Y, Wang J J, Yang J Q, Zhang G H, Zhou Y, Han S T 2021 Nat. Commun. 12 5979
[166] Wang J J, Lv Z Y, Xing X C, Li X G, Wang Y, Chen M, Pang G J, Qian F S, Zhou Y, Han S T 2020 Adv. Funct. Mater. 30 1909114
[167] Zhong Y N, Tang J S, Li X Y, Gao B, Qian H, Wu H Q 2021 Nat. Commun. 12 408
[168] Lamprecht R, LeDoux J 2004 Nat. Rev. Neurosci. 5 45
[169] Wei H H, Shi R C, Sun L, Yu H Y, Gong J D, Liu C, Xu Z P, Ni Y, Xu J L, Xu W T 2021 Nat. Commun. 12 1068
[170] Tan H W, van Dijken S 2023 Nat. Commun. 14 2169
[171] Zhao M R, Gao B, Tang J S, Qian H, Wu H Q 2020 Appl. Phys. Rev. 7 011301
[172] Wang T Y, Meng J L, Rao M Y, He Z Y, Chen L, Zhu H, Sun Q Q, Ding S J, Bao W Z, Zhou P, Zhang D W 2020 Nano Lett. 20 4111
[173] Upadhyay N K, Sun W, Lin P, Joshi S, Midya R, Zhang X M, Wang Z R, Jiang H, Yoon J H, Rao M Y, Chi M F, Xia Q F, Yang J J 2020 Adv. Electron. Mater. 6 1901411
[174] Wong H S P, Raoux S, Kim S, Liang J, Reifenberg J P, Rajendran B, Asheghi M, Goodson K E 2010 Proceedings of the IEEE 98 2201
[175] Chanthbouala A, Garcia V, Cherifi R O, Bouzehouane K, Fusil S, Moya X, Xavier S, Yamada H, Deranlot C, Mathur N D, Bibes M, Barthélémy A, Grollier J 2012 Nat. Mater. 11 860
[176] Jung S, Lee H, Myung S, Kim H, Yoon S K, Kwon S W, Ju Y, Kim M, Yi W, Han S, Kwon B, Seo B, Lee K, Koh G H, Lee K, Song Y, Choi C, Ham D, Kim S J 2022 Nature 601 211
[177] Menzel S, Waters M, Marchewka A, Böttger U, Dittmann R, Waser R 2011 Adv. Funct. Mater. 21 4487
[178] Ling H F, Tan K M, Fang Q Y, Xu X S, Chen H, Li W W, Liu Y F, Wang L Y, Yi M D, Huang R, Qian Y, Xie L H, Huang W 2017 Adv. Electron. Mater. 3 1600416
[179] Pei Y F, Li Z Q, Li B, Zhao Y, He H, Yan L, Li X Y, Wang J J, Zhao Z, Sun Y, Zhou Z Y, Zhao J H, Guo R, Chen J S, Yan X B 2022 Adv. Funct. Mater. 32 2203454
[180] Han J Q, Shan X Y, Lin Y, Tao Y, Zhao X N, Wang Z Q, Xu H Y, Liu Y C 2023 Small 19 2207928
[181] Hou W, Azizimanesh A, Dey A, Yang Y, Wang W, Shao C, Wu H, Askari H, Singh S, Wu S M 2024 Nat. Electron. 7 8
[182] Yin J, Zeng F, Wan Q, Li F, Sun Y M, Hu Y D, Liu J L, Li G Q, Pan F 2018 Adv. Funct. Mater. 28 1706927
[183] Xiao T P, Bennett C H, Feinberg B, Agarwal S, Marinella M J 2020 Appl. Phys. Rev. 7 031301
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