Filament-free memristors for computing
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G. Moore, Electron. Mag. 38, 114 (1965)
R.H. Dennard, F.H. Gaensslen, H.N. Yu, V.L. Rideout, E. Bassous, A.R. Leblanc, IEEE J. Solid-State Circuits 9, 256 (1974)
B.G. Streetman, S.K. Banerjee, Solid state electronic devices, 7th edn. (Pearson, New Jersey, 2000)
Texas Instruments, SCAA035B (1997).
H. Iwai, 16th international workshop on junction technology (IEEE, Shanghai, 2016)
M. Horowitz, Dig Tech Pap IEEE Int Solid State Circuits Conf (IEEE, San Francisco, 2014), pp.10–14
H. Esmaeilzadehy, E. Blemz, R. St. Amantx, K. Sankaralingamz, D. Burgerfi, in The 38th Annual International Symposium on Computer Architecture (2011), pp. 365–376.
B. Govoreanu, G. S. Kar, Y. Y. Chen, V. Paraschiv, S. Kubicek, A. Fantini, I. P. Radu, L. Goux, S. Clima, R. Degraeve, N. Jossart, O. Richard, T. Vandeweyer, K. Seo, P. Hendrickx, G. Pourtois, H. Bender, L. Altimime, D. J. Wouters, J. A. Kittl, M. Jurczak, in 2011 International Electron Devices Meeting (IEDM) (2011), pp. 729–732.
M.-J. Lee, C.B. Lee, D. Lee, S.R. Lee, M. Chang, J.H. Hur, Y.-B. Kim, C.J. Kim, D.H. Seo, S. Seo, U.-I. Chung, I.-K. Yoo, K. Kim, Nat. Mater. 10, 625 (2011)
M. Hu, C.E. Graves, C. Li, Y. Li, N. Ge, E. Montgomery, N. Davila, H. Jiang, R.S. Williams, J.J. Yang, Q. Xia, J.P. Strachan, Adv. Mater. 30, 1705914 (2018)
L. Sun, Z. Wang, J. Jiang, Y. Kim, B. Joo, S. Zheng, S. Lee, W.J. Yu, B.S. Kong, H. Yang, Sci. Adv. 7, 1455 (2021)
X. Wang, R. Pinkham, M.A. Zidan, F.H. Meng, M.P. Flynn, Z. Zhang, W.D. Lu, IEEE Trans. Circuits Syst. II Express Briefs 69, 559 (2022)
M. Prezioso, F. Merrikh-Bayat, B.D. Hoskins, G.C. Adam, K.K. Likharev, D.B. Strukov, Nature 521, 61 (2015)
K. Wang, Q. Hu, B. Gao, Q. Lin, F.W. Zhuge, D.Y. Zhang, L. Wang, Y.H. He, R.H. Scheicher, H. Tong, X.S. Miao, Mater. Horiz. 8, 619 (2021)
Y. Zhong, J. Tang, X. Li, X. Liang, Z. Liu, Y. Li, Y. Xi, P. Yao, Z. Hao, B. Gao, H. Qian, H. Wu, Nat. Electron 5, 672 (2022)
S. Yu, Neuro-inspired computing using resistive synaptic devices (Springer International Publishing, Berlin, 2017)
A. Sawa, R. Meyer, Resistive switching: from fundamentals of nanoionic redox processes to memristive device applications (Wiley-VCH, Weinheim, 2016), pp.457–482
S. Bagdzevicius, K. Maas, M. Boudard, M. Burriel, Resistive switching: oxide materials, mechanisms, devices and operations (Springer, Cham, 2022), pp.235–287
P. Bousoulas, I. Michelakaki, E. Skotadis, M. Tsigkourakos, D. Tsoukalas, IEEE Trans. Electron Devices 64, 3151 (2017)
G. Wang, Y. Yang, J.-H. Lee, V. Abramova, H. Fei, G. Ruan, E.L. Thomas, J.M. Tour, Nano Lett. 14, 4694 (2014)
M. Lanza, H.S.P. Wong, E. Pop, D. Ielmini, D. Strukov, B.C. Regan, L. Larcher, M.A. Villena, J.J. Yang, L. Goux, A. Belmonte, Y. Yang, F.M. Puglisi, J. Kang, B. Magyari-Köpe, E. Yalon, A. Kenyon, M. Buckwell, A. Mehonic, A. Shluger, H. Li, T.H. Hou, B. Hudec, D. Akinwande, R. Ge, S. Ambrogio, J.B. Roldan, E. Miranda, J. Suñe, K.L. Pey, X. Wu, N. Raghavan, E. Wu, W.D. Lu, G. Navarro, W. Zhang, H. Wu, R. Li, A. Holleitner, U. Wurstbauer, M.C. Lemme, M. Liu, S. Long, Q. Liu, H. Lv, A. Padovani, P. Pavan, I. Valov, X. Jing, T. Han, K. Zhu, S. Chen, F. Hui, Y. Shi, Adv. Electron Mater. 5, 1800143 (2019)
J. Tang, F. Yuan, X. Shen, Z. Wang, M. Rao, Y. He, Y. Sun, X. Li, W. Zhang, Y. Li, B. Gao, H. Qian, G. Bi, S. Song, J.J. Yang, H. Wu, Adv. Mater. 31, 1902761 (2019)
H. Liu, Y. Qin, H.Y. Chen, J. Wu, J. Ma, Z. Du, N. Wang, J. Zou, S. Lin, X. Zhang, Y. Zhang, H. Wang, Adv. Mater. 35, 2205047 (2023)
Y. Aoki, C. Wiemann, V. Feyer, H.S. Kim, C.M. Schneider, H. Ill-Yoo, M. Martin, Nat. Commun. 5, 3473 (2014)
Y. Li, E.J. Fuller, J.D. Sugar, S. Yoo, D.S. Ashby, C.H. Bennett, R.D. Horton, M.S. Bartsch, M.J. Marinella, W.D. Lu, A.A. Talin, Adv. Mater. 32, 2003984 (2020)
J.Q. Yang, R. Wang, Z.P. Wang, Q.Y. Ma, J.Y. Mao, Y. Ren, X. Yang, Y. Zhou, S.T. Han, Nano Energy 74, 104828 (2020)
J.J. Yang, M.D. Pickett, X. Li, D.A.A. Ohlberg, D.R. Stewart, R.S. Williams, Nat. Nanotechnol. 3, 429 (2008)
S. Kunwar, C. Bennett Somodi, R.A. Lalk, B.X. Rutherford, Z. Corey, P. Roy, D. Zhang, M. Hellenbrand, M. Xiao, J.L. MacManus-Driscoll, Q. Jia, H. Wang, J. Joshua Yang, W. Nie, A. Chen, S. Kunwar, C.B. Somodi, R.A. Lalk, B.X. Rutherford, D. Zhang, W. Nie, A. Chen, H. Wang, Z. Corey, P. Roy, Q.X. Jia, M. Hellenbrand, M. Xiao, J.L. MacManus-Driscoll, Adv. Electron Mater. 9, 2200816 (2023)
S. Choi, S. Jang, J.H. Moon, J.C. Kim, H.Y. Jeong, P. Jang, K.J. Lee, G. Wang, NPG Asia Mater. 10, 1097 (2018)
D.C. Look, K.D. Leedy, L. Vines, B.G. Svensson, A. Zubiaga, F. Tuomisto, D.R. Doutt, L.J. Brillson, Phys. Rev. B 84, 115202 (2011)
Y. Lin, F. Meng, T. Zeng, Q. Zhang, Z. Wang, Y. Cheng, X. Zhao, L. Gu, H. Xu, Y. Liu, Adv. Funct. Mater. 33, 2302787 (2023)
S.M. Sze, Y. Li, K.K. Ng, Physics of semiconductor devices, 4th edn. (John Wiley & Sons, Hoboken, 2021)
V.H. Mai, A. Moradpour, P.A. Senzier, C. Pasquier, K. Wang, M.J. Rozenberg, J. Giapintzakis, C.N. Mihailescu, C.M. Orfanidou, E. Svoukis, A. Breza, C.B. Lioutas, S. Franger, A. Revcolevschi, T. Maroutian, P. Lecoeur, P. Aubert, G. Agnus, R. Salot, P.A. Albouy, R. Weil, D. Alamarguy, K. March, F. Jomard, P. Chrétien, O. Schneegans, Sci. Rep. 5, 7761 (2015)
B. Zivasatienraj, M. Brooks Tellekamp, A.S. Weidenbach, A. Ghosh, T.M. McCrone, W. Alan Doolittle, J. Appl. Phys. 127, 084501 (2020)
E.V. Dydek, B. Zaltzman, I. Rubinstein, D.S. Deng, A. Mani, M.Z. Bazant, Phys. Rev. Lett. 107, 118301 (2011)
E.J. Fuller, Y. Li, C. Bennet, S.T. Keene, A. Melianas, S. Agarwal, M.J. Marinella, A. Salleo, A.A. Talin, IBM J. Res. Dev. 63, 1 (2019)
Y. Yu, C. Wang, C. Jiang, I. Abrahams, Z. Du, Q. Zhang, J. Sun, X. Huang, Appl. Surf. Sci. 485, 222 (2019)
D.S. Shang, L. Shi, J.R. Sun, B.G. Shen, F. Zhuge, R.W. Li, Y.G. Zhao, Appl. Phys. Lett. 96, 072103 (2010)
X. Zou, H.G. Ong, L. You, W. Chen, H. Ding, H. Funakubo, L. Chen, J. Wang, AIP Adv. 2, 032166 (2012)
K.M. Kim, J. Zhang, C. Graves, J.J. Yang, B.J. Choi, C.S. Hwang, Z. Li, R.S. Williams, Nano Lett. 16, 6724 (2016)
G. Kim, S. Son, H. Song, J.B. Jeon, J. Lee, H. Cheong, S. Choi, K.M. Kim, G. Kim, S. Son, H. Song, J.B. Jeon, W.H. Cheong, K.M. Kim, S. Choi, Adv. Sci. 10, 2205654 (2023)
M.A. Lampert, P. Mark, Current injection in solids (Academic Press, Cambridge, 1970)
S.S. Cheema, N. Shanker, C.H. Hsu, A. Datar, J. Bae, D. Kwon, S. Salahuddin, Adv. Electron Mater. 8, 2100499 (2022)
A. Chanthbouala, V. Garcia, R.O. Cherifi, K. Bouzehouane, S. Fusil, X. Moya, S. Xavier, H. Yamada, C. Deranlot, N.D. Mathur, M. Bibes, A. Barthélémy, J. Grollier, Nat. Mater. 11, 860 (2012)
R. Berdan, T. Marukame, K. Ota, M. Yamaguchi, M. Saitoh, S. Fujii, J. Deguchi, Y. Nishi, Nat. Electron 3, 259 (2020)
J. Wu, H.-Y. Chen, N. Yang, J. Cao, X. Yan, F. Liu, Q. Sun, X. Ling, J. Guo, H. Wang, Nat. Electron 3, 466 (2020)
C. Ma, Z. Luo, W. Huang, L. Zhao, Q. Chen, Y. Lin, X. Liu, Z. Chen, C. Liu, H. Sun, X. Jin, Y. Yin, X. Li, Nat. Commun. 11, 1439 (2020)
Z. Luo, Z. Wang, Z. Guan, C. Ma, L. Zhao, C. Liu, H. Sun, H. Wang, Y. Lin, X. Jin, Y. Yin, X. Li, Nat. Commun. 13, 699 (2022)
T. Moon, H.J. Lee, S. Nam, H. Bae, D.-H. Choe, S. Jo, Y.S. Lee, Y. Park, J.J. Yang, J. Heo, Neuromorphic Comput. Eng. 3, 024001 (2023)
L. Wang, M.R. Cho, Y.J. Shin, J.R. Kim, S. Das, J.-G. Yoon, J.-S. Chung, T.W. Noh, Nano Lett. 16, 3911 (2016)
L. Chen, T.-Y. Wang, Y.-W. Dai, M.-Y. Cha, H. Zhu, Q.-Q. Sun, J. Ding, P. Zhou, L. Chua, D.W. Zhang, Nanoscale 10, 15826 (2018)
V. Mikheev, A. Chouprik, Y. Lebedinskii, S. Zarubin, A.M. Markeev, A.V. Zenkevich, D. Negrov, Nanotechnology 31, 215205 (2020)
B. Max, M. Hoffmann, H. Mulaosmanovic, S. Slesazeck, T. Mikolajick, ACS Appl. Electron. Mater. 2, 4023 (2020)
E. Covi, Q. T. Duong, S. Lancaster, V. Havel, J. Coignus, J. Barbot CEA, O. Richter, P. Klein, E. Chicca, L. Grenouillet, A. Dimoulas, T. Mikolajick, S. Slesazeck, in 2021 IEEE International Symposium on Circuits and Systems (2021).
F. Zhang, H. Zhang, S. Krylyuk, C.A. Milligan, Y. Zhu, D.Y. Zemlyanov, L.A. Bendersky, B.P. Burton, A.V. Davydov, J. Appenzeller, Nat. Mater. 18, 55 (2018)
H.Y. Lo, C.Y. Yang, G.M. Huang, C.Y. Huang, J.Y. Chen, C.W. Huang, Y.H. Chu, W.W. Wu, Nano Energy 72, 104683 (2020)
X. Mou, J. Tang, Y. Lyu, Q. Zhang, S. Yang, F. Xu, W. Liu, M. Xu, Y. Zhou, W. Sun, Y. Zhong, B. Gao, P. Yu, H. Qian, H. Wu, Sci. Adv. 7, 648 (2021)
J. Rao, Z. Fan, L. Hong, S. Cheng, Q. Huang, J. Zhao, X. Xiang, E.J. Guo, H. Guo, Z. Hou, Y. Chen, X. Lu, G. Zhou, X. Gao, J.M. Liu, Mater. Today Phys. 18, 100392 (2021)
S.K. Nandi, E. Puyoo, S.K. Nath, D. Albertini, N. Baboux, S.K. Das, T. Ratcliff, R.G. Elliman, ACS Appl. Mater. Interfaces 14, 29025 (2022)
T.D. Brown, S.M. Bohaichuk, M. Islam, S. Kumar, E. Pop, R.S. Williams, Adv. Mater. 35, 2205451 (2022)
S. Lupi, L. Baldassarre, B. Mansart, A. Perucchi, A. Barinov, P. Dudin, E. Papalazarou, F. Rodolakis, J.P. Rueff, J.P. Itié, S. Ravy, D. Nicoletti, P. Postorino, P. Hansmann, N. Parragh, A. Toschi, T. Saha-Dasgupta, O.K. Andersen, G. Sangiovanni, K. Held, M. Marsi, Nat. Commun. 1, 105 (2010)
E. Greenberg, I. Leonov, S. Layek, Z. Konopkova, M.P. Pasternak, L. Dubrovinsky, R. Jeanloz, I.A. Abrikosov, G.K. Rozenberg, Phys. Rev. X 8, 031059 (2018)
K. Tsubaki, A. Tsurumaki-Fukuchi, T. Katase, T. Kamiya, M. Arita, Y. Takahashi, K. Tsubaki, A. Tsurumaki-Fukuchi, M. Arita, Y. Takahashi, T. Katase, T. Kamiya, Adv Electron Mater 9, 2201303 (2023)
Y. Wang, M. Kim, C. Lee, A.S. Chabungbam, J. Kim, J. Lee, H.S. Lee, Q. Shao, H. Sohn, H.H. Park, Appl. Mater. Today 26, 101395 (2022)
W.L. Lim, E.J. Moon, J.W. Freeland, D.J. Meyers, M. Kareev, J. Chakhalian, S. Urazhdin, Appl. Phys. Lett. 101, 143111 (2012)
K. Ramadoss, F. Zuo, Y. Sun, Z. Zhang, J. Lin, U. Bhaskar, S. Shin, M.A. Alam, S. Guha, D. Weinstein, S. Ramanathan, IEEE Electron Device Lett. 39, 1500 (2018)
A. Biswas, K.-S. Kim, Y.H. Jeong, Perovskite materials: synthesis, characterisation, properties, and applications (IntechOpen, London, 2016)
L. Wang, Q. Zhang, L. Chang, L. You, X. He, K. Jin, L. Gu, H. Guo, C. Ge, Y. Feng, J. Wang, Adv. Electron Mater. 3, 1700321 (2017)
Y. Wang, M. Kim, A.S. Chabungbam, D. Kim, Q. Shao, I. Kymissis, H.H. Park, Scr. Mater. 222, 115050 (2023)
Z. Wang, S. Joshi, S. Savel’Ev, W. Song, R. Midya, Y. Li, M. Rao, P. Yan, S. Asapu, Y. Zhuo, H. Jiang, P. Lin, C. Li, J.H. Yoon, N.K. Upadhyay, J. Zhang, M. Hu, J.P. Strachan, M. Barnell, Q. Wu, H. Wu, R.S. Williams, Q. Xia, J.J. Yang, Nat. Electron. 1, 137 (2018)
Y. Zhang, Z. Wang, J. Zhu, Y. Yang, M. Rao, W. Song, Y. Zhuo, X. Zhang, M. Cui, L. Shen, R. Huang, J.J. Yang, Appl. Phys. Rev. 7, 011308 (2020)
E.R. Kandel, J.D. Koester, S.H. Mack, S.A. Siegelbaum, Principles of neural science, 6th edn. (McGraw-Hill, New York, 2021)
P. Stoliar, J. Tranchant, B. Corraze, E. Janod, M.P. Besland, F. Tesler, M. Rozenberg, L. Cario, Adv. Funct. Mater. 27, 1604740 (2017)
S. Lashkare, S. Chouhan, T. Chavan, A. Bhat, P. Kumbhare, U. Ganguly, IEEE Electron Device Lett. 39, 484 (2018)
D. Khilwani, V. Moghe, S. Lashkare, V. Saraswat, P. Kumbhare, M. Shojaei Baghini, S. Jandhyala, S. Subramoney, U. Ganguly, APL Mater. 7, 091112 (2019)
L. Medsker, L.C. Jain, Recurrent neural networks: design and application, 1st edn. (CRC Press, Boca Raton, 1999)
G. Tanaka, T. Yamane, J.B. Héroux, R. Nakane, N. Kanazawa, S. Takeda, H. Numata, D. Nakano, A. Hirose, Neural Netw. 115, 100 (2019)
M. S. Kulkarni, C. Teuscher, in 2012 IEEE/ACM International Symposium on Nanoscale Architectures (IEEE Computer Society, 2012), pp. 226–232.
R. Midya, Z. Wang, S. Asapu, X. Zhang, M. Rao, W. Song, Y. Zhuo, N. Upadhyay, Q. Xia, J. Joshua Yang, R. Midya, Z. Wang, S. Asapu, X. Zhang, M. Rao, W. Song, Y. Zhuo, N. Upadhyay, Q. Xia, J.J. Yang, Adv. Intell. Syst. 1, 1900084 (2019)
G. Milano, G. Pedretti, K. Montano, S. Ricci, S. Hashemkhani, L. Boarino, D. Ielmini, C. Ricciardi, Nat. Mater. 21, 195 (2021)
J.Y. Seok, S.J. Song, J.H. Yoon, K.J. Yoon, T.H. Park, D.E. Kwon, H. Lim, G.H. Kim, D.S. Jeong, C.S. Hwang, Adv. Funct. Mater. 24, 5316 (2014)
W. Lee, J. Park, S. Kim, J. Woo, J. Shin, G. Choi, S. Park, D. Lee, E. Cha, B.H. Lee, H. Hwang, ACS Nano 6, 8166 (2012)
B.J. Choi, J. Zhang, K. Norris, G. Gibson, K.M. Kim, W. Jackson, M.-X.M. Zhang, Z. Li, J.J. Yang, R.S. Williams, Adv. Mater. 28, 356 (2016)
N.K. Upadhyay, T. Blum, P. Maksymovych, N.V. Lavrik, N. Davila, J.A. Katine, A.V. Ievlev, M. Chi, Q. Xia, J.J. Yang, Front. Nanotechnol. 3, 656026 (2021)
R.S. Shenoy, G.W. Burr, K. Virwani, B. Jackson, A. Padilla, P. Narayanan, C.T. Rettner, R.M. Shelby, D.S. Bethune, K.V. Raman, M. Brightsky, E. Joseph, P.M. Rice, T. Topuria, A.J. Kellock, B. Kurdi, K. Gopalakrishnan, Semicond. Sci. Technol. 29, 104005 (2014)
Q. Luo, X. Xu, H. Liu, H. Lv, T. Gong, S. Long, Q. Liu, H. Sun, W. Banerjee, L. Li, J. Gao, N. Lu, S. S. Chung, J. Li, M. Liu, in 2015 IEEE International Electron Devices Meeting (IEDM) (Institute of Electrical and Electronics Engineers Inc., 2015), pp. 10.2.1–10.2.4.
M. Son, J. Lee, J. Park, J. Shin, G. Choi, S. Jung, W. Lee, S. Kim, S. Park, H. Hwang, IEEE Electron Device Lett. 32, 1579 (2011)
J. Yoo, S.H. Kim, S.A. Chekol, J. Park, C. Sung, J. Song, D. Lee, H. Hwang, Adv. Electron Mater. 5, 1900196 (2019)
H.K. Seo, J.J. Ryu, S.Y. Lee, M. Park, S.G. Park, W. Song, G.H. Kim, M.K. Yang, Adv. Electron Mater. 8, 2200161 (2022)
R. Midya, Z. Wang, J. Zhang, S.E. Savel’ev, C. Li, M. Rao, M.H. Jang, S. Joshi, H. Jiang, P. Lin, K. Norris, N. Ge, Q. Wu, M. Barnell, Z. Li, H.L. Xin, R.S. Williams, Q. Xia, J.J. Yang, Adv. Mater. 29, 1604457 (2017)
S. Choi, Y. Kim, T. Van Nguyen, W.H. Jeong, K.S. Min, B.J. Choi, Adv. Electron Mater. 7, 2100050 (2021)
K. Jeon, J. Kim, J.J. Ryu, S.J. Yoo, C. Song, M.K. Yang, D.S. Jeong, G.H. Kim, Nat. Commun. 12, 2968 (2021)
Q. Luo, X. Zhang, Y. Hu, T. Gong, X. Xu, P. Yuan, H. Ma, D. Dong, H. Lv, S. Long, Q. Liu, M. Liu, IEEE Electron Device Lett. 39, 664 (2018)
A. Grüning, S. M. Bohte, in 22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (2014).
R. Meyer, L. Schloss, J. Brewer, R. Lambertson, W. Kinney, J. Sanchez, D. Rinerson, in 2008 9th Annual Non-Volatile Memory Technology Symposium (NVMTS) (2008), pp. 1–5.
M. Rao, W. Song, F. Kiani, S. Asapu, Y. Zhuo, R. Midya, N. Upadhyay, Q. Wu, M. Barnell, P. Lin, C. Li, Z. Wang, Q. Xia, J.J. Yang, Small Sci. 2, 2100072 (2022)
J.Y. Mao, Z. Zheng, Z.Y. Xiong, P. Huang, G.L. Ding, R. Wang, Z.P. Wang, J.Q. Yang, Y. Zhou, T. Zhai, S.T. Han, Nano Energy 71, 104616 (2020)
A.A. Koroleva, M.G. Kozodaev, Y.Y. Lebedinskii, A.M. Markeev, Nanobiotechnol. Reports 16, 737 (2021)
M. Hellenbrand, B. Bakhit, H. Dou, M. Xiao, M.O. Hill, Z. Sun, A. Mehonic, A. Chen, Q. Jia, H. Wang, J.L. MacManus-Driscoll, Sci. Adv. 9, eadg1946 (2023)
C. Cheng, C. Zhu, B. Huang, H. Zhang, H. Zhang, R. Chen, W. Pei, Q. Chen, H. Chen, Adv. Mater. Technol. 4, 1800729 (2019)