View Item 

Show simple item record

Low‐Voltage Electrochemical LixWO3 Synapses with Temporal Dynamics for Spiking Neural Networks
dc.contributor.authorWan, Qingzhou
dc.contributor.authorRasetto, Marco
dc.contributor.authorSharbati, Mohammad T.
dc.contributor.authorErickson, John R.
dc.contributor.authorVelagala, Sridhar Reddy
dc.contributor.authorReilly, Matthew T.
dc.contributor.authorLi, Yiyang
dc.contributor.authorBenosman, Ryad
dc.contributor.authorXiong, Feng
dc.date.accessioned2021-10-05T15:06:53Z
dc.date.available2022-10-05 11:06:48en
dc.date.available2021-10-05T15:06:53Z
dc.date.issued2021-09
dc.identifier.citationWan, Qingzhou; Rasetto, Marco; Sharbati, Mohammad T.; Erickson, John R.; Velagala, Sridhar Reddy; Reilly, Matthew T.; Li, Yiyang; Benosman, Ryad; Xiong, Feng (2021). "Low‐Voltage Electrochemical LixWO3 Synapses with Temporal Dynamics for Spiking Neural Networks." Advanced Intelligent Systems 3(9): n/a-n/a.
dc.identifier.issn2640-4567
dc.identifier.issn2640-4567
dc.identifier.urihttps://hdl.handle.net/2027.42/170237
dc.publisherWiley Periodicals, Inc.
dc.publisherAssociation for Computing Machinery
dc.subject.othertungsten oxide
dc.subject.otherdynamic synapses
dc.subject.otherelectrochemical synapses
dc.subject.otherneuromorphic computing
dc.subject.otherspatiotemporal dynamics
dc.subject.otherspiking neural networks
dc.titleLow‐Voltage Electrochemical LixWO3 Synapses with Temporal Dynamics for Spiking Neural Networks
dc.typeArticle
dc.rights.robotsIndexNoFollow
dc.subject.hlbsecondlevelComputer Science
dc.subject.hlbtoplevelEngineering
dc.description.peerreviewedPeer Reviewed
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/170237/1/aisy202100021.pdf
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/170237/2/aisy202100021-sup-0001-SuppData-S1.pdf
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/170237/3/aisy202100021_am.pdf
dc.identifier.doi10.1002/aisy.202100021
dc.identifier.sourceAdvanced Intelligent Systems
dc.identifier.citedreferenceX. Leng, J. Pereiro, J. Strle, A. T. Bollinger, I. Božović, APL Mater. 2015, 3, 096102.
dc.identifier.citedreferenceQ. Zhong, J. R. Dahn, K. Colbow, Phys. Rev. B 1992, 46, 2554.
dc.identifier.citedreferenceA. Hjelm, C. G. Granqvist, J. M. Wills, Phys. Rev. B 1996, 54, 2436.
dc.identifier.citedreferenceS.-H. Lee, M. J. Seong, H. M. Cheong, E. Ozkan, E. C. Tracy, S. K. Deb, Solid State Ion. 2003, 156, 447.
dc.identifier.citedreferenceP. M. Wu, S. Ishii, K. Tanabe, K. Munakata, R. H. Hammond, K. Tokiwa, T. H. Geballe, M. R. Beasley, Appl. Phys. Lett 2015, 106, 042602.
dc.identifier.citedreferenceK. Yoshimatsu, T. Soma, A. Ohtomo, Appl. Phys. Express 2016, 9, 075802.
dc.identifier.citedreferenceS. Nishihaya, M. Uchida, Y. Kozuka, Y. Iwasa, M. Kawasaki, S. Nishihaya, M. Uchida, Y. Kozuka, Y. Iwasa, M. Kawasaki, Y. Iwasa, M. Kawasaki, ACS Appl. Mater. Interfaces 2016, 8, 22330.
dc.identifier.citedreferenceX. Leng, J. Pereiro, J. Strle, G. Dubuis, A. T. Bollinger, A. Gozar, J. Wu, N. Litombe, C. Panagopoulos, D. Pavuna, I. Božović, npj Quantum Mater. 2017, 2, 35.
dc.identifier.citedreferenceG. Cristiano, M. Giordano, S. Ambrogio, L. P. Romero, C. Cheng, P. Narayanan, H. Tsai, R. M. Shelby, G. W. Burr, J. Appl. Phys. 2018, 124, 151901.
dc.identifier.citedreferenceJ.-T. Yang, C. Ge, J.-Y. Du, H.-Y. Huang, M. He, C. Wang, H.-B. Lu, G.-Z. Yang, K.-J. Jin, Adv. Mater. 2018, 30, 1801548.
dc.identifier.citedreferenceJ. Tang, D. Bishop, S. Kim, M. Copel, T. Gokmen, T. Todorov, S. Shin, K. Lee, P. Solomon, K. Chan, W. Haensch, J. Rozen, presented at 2018 IEEE Int. Electron Devices Meeting (IEDM), San Francisco, CA 2018.
dc.identifier.citedreferenceS. Kim, T. Todorov, M. Onen, T. Gokmen, D. Bishop, P. Solomon, K. Lee, M. Copel, D. B. Farmer, J. A. Ott, T. Ando, H. Miyazoe, V. Narayanan, J. Rozen, presented at 2019 IEEE Int. Electron Devices Meeting (IEDM), San Francisco, CA 2019.
dc.identifier.citedreferenceR.-T. Wen, C. G. Granqvist, G. A. Niklasson, Nat. Mater. 2015, 14, 996.
dc.identifier.citedreferenceF. La Mantia, C. D. Wessells, H. D. Deshazer, Y. Cui, Electrochem. Commun. 2013, 31, 141.
dc.identifier.citedreferenceY. Li, Solid State Ion. 2018, 323, 142.
dc.identifier.citedreferenceH. Matsui, T. Nakamura, Y. Kobayashi, M. Tabuchi, Y. Yamada, J. Power Sources 2010, 195, 6879.
dc.identifier.citedreferenceG. W. Burr, R. M. Shelby, A. Sebastian, S. Kim, S. Kim, S. Sidler, K. Virwani, M. Ishii, P. Narayanan, A. Fumarola, L. L. Sanches, I. Boybat, M. Le Gallo, K. Moon, J. Woo, H. Hwang, Y. Leblebici, Adv. Phys.: X 2017, 2, 89.
dc.identifier.citedreferenceS. Poongodi, P. S. Kumar, Y. Masuda, D. Mangalaraj, N. Ponpandian, C. Viswanathan, S. Ramakrishna, RSC Adv. 2015, 5, 96416.
dc.identifier.citedreferenceV. I. Shapovalov, A. E. Lapshin, A. G. Gagarin, L. P. Efimenko, Glass Phys. Chem. 2014, 40, 553.
dc.identifier.citedreferenceH. Sakamoto, T. Ariyoshi, N. Kimpara, K. Sugao, I. Taiko, K. Takikawa, D. Asanuma, S. Namiki, K. Hirose, Nat. Neurosci. 2018, 21, 41.
dc.identifier.citedreferenceK. Xu, M. M. Islam, D. Guzman, A. C. Seabaugh, A. Strachan, S. K. Fullerton-Shirey, ACS Appl. Mater. Interfaces 2018, 10, 43166.
dc.identifier.citedreferenceR. S. Zucker, W. G. Regehr, Annu. Rev. Physiol. 2002, 64, 355.
dc.identifier.citedreferenceE. S. Fortune, G. J. Rose, Trends Neurosci. 2001, 24, 381.
dc.identifier.citedreferenceH. Anwar, X. Li, D. Bucher, F. Nadim, Curr. Opin. Neurol. 2017, 43, 71.
dc.identifier.citedreferenceL. Q. Zhu, C. J. Wan, L. Q. Guo, Y. Shi, Q. Wan, Nat. Commun. 2014, 5, 3158.
dc.identifier.citedreferenceH. Akolkar, C. Meyer, X. Clady, O. Marre, C. Bartolozzi, S. Panzeri, R. Benosman, Neural Comput. 2015, 27, 561.
dc.identifier.citedreferenceY. Mi, X. Lin, S. Wu, Front. Comput. Neurosci. 2016, 10.
dc.identifier.citedreferenceL. Li, Y. Mi, W. Zhang, D.-H. Wang, S. Wu, Front. Comput. Neurosci. 2018, 12.
dc.identifier.citedreferenceD. Buonomano, T. Carvalho, Front. Integr. Neurosci. 2011, 5.
dc.identifier.citedreferenceH. Xu, S. Fathipour, E. W. Kinder, A. C. Seabaugh, S. K. Fullerton-Shirey, ACS Nano 2015, 9, 4900.
dc.identifier.citedreferenceQ. Wan, M. T. Sharbati, J. R. Erickson, Y. Du, F. Xiong, Adv. Mater. Technol. 2019, 4, 1900037.
dc.identifier.citedreferenceK. Roy, A. Jaiswal, P. Panda, Nature 2019, 575, 607.
dc.identifier.citedreferenceY. LeCun, Y. Bengio, G. Hinton, Nature 2015, 521, 436.
dc.identifier.citedreferenceA. Krizhevsky, I. Sutskever, G. E. Hinton, Commun. ACM 2017, 60, 84.
dc.identifier.citedreferenceD. Kuzum, S. Yu, H. S. Philip Wong, Nanotechnology 2013, 24, 382001.
dc.identifier.citedreferenceN. K. Upadhyay, S. Joshi, J. J. Yang, Sci. China Inf. Sci. 2016, 59, 061404.
dc.identifier.citedreferenceM. Versace, B. Chandler, IEEE Spectr. 2010, 47, 30.
dc.identifier.citedreferenceG. Snider, R. Amerson, D. Carter, H. Abdalla, M. S. Qureshi, J. Léveillé, M. Versace, H. Ames, S. Patrick, B. Chandler, A. Gorchetchnikov, E. Mingolla, Computer 2011, 44, 21.
dc.identifier.citedreferenceH. Zheng, J. Z. Ou, M. S. Strano, R. B. Kaner, A. Mitchell, K. Kalantar-zadeh, Adv. Funct. Mater. 2011, 21, 2175.
dc.identifier.citedreferenceY. Ma, Y. Cao, S. Vrudhula, J.-S. Seo, in Proc. of the 2017 ACM/SIGDA Int. Symp. on Field-Programmable Gate Arrays, Association for Computing Machinery, Monterey, CA 2017, p. 45.
dc.identifier.citedreferenceT. K. Horiuchi, T. M. Massoud, presented at 2014 IEEE Biomedical Circuits and Systems Conf. (BioCAS) Proc., Lausanne, Switzerland 2014.
dc.identifier.citedreferenceX. Lagorce, G. Orchard, F. Galluppi, B. E. Shi, R. B. Benosman, IEEE Trans. Pattern Anal. Mach. Intell. 2017, 39, 1346.
dc.identifier.citedreferenceX. Lagorce, R. Benosman, Neural Comput. 2015, 27, 2261.
dc.identifier.citedreferenceP. A. Merolla, J. V. Arthur, R. Alvarez-Icaza, A. S. Cassidy, J. Sawada, F. Akopyan, B. L. Jackson, N. Imam, C. Guo, Y. Nakamura, B. Brezzo, I. Vo, S. K. Esser, R. Appuswamy, B. Taba, A. Amir, M. D. Flickner, W. P. Risk, R. Manohar, D. S. Modha, Science 2014, 345, 668.
dc.identifier.citedreferenceT. Tuma, A. Pantazi, M. Le Gallo, A. Sebastian, E. Eleftheriou, Nat. Nanotechnol. 2016, 11, 693.
dc.identifier.citedreferenceZ. 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. 2018, 1, 137.
dc.identifier.citedreferenceZ. Wang, B. Crafton, J. Gomez, R. Xu, A. Luo, Z. Krivokapic, L. Martin, S. Datta, A. Raychowdhury, A. I. Khan, presented at 2018 IEEE Int. Electron Devices Meeting (IEDM), San Francisco, CA 2018.
dc.identifier.citedreferenceB. L. Jackson, B. Rajendran, G. S. Corrado, M. Breitwisch, G. W. Burr, R. Cheek, K. Gopalakrishnan, S. Raoux, C. T. Rettner, A. Padilla, A. G. Schrott, R. S. Shenoy, B. N. Kurdi, C. H. Lam, D. S. Modha, J. Emerg. Technol. Comput. Syst. 2013, 9, 12.
dc.identifier.citedreferenceD. Kuzum, R. G. D. Jeyasingh, B. Lee, H. S. P. Wong, Nano Lett. 2012, 12, 2179.
dc.identifier.citedreferenceS. Ambrogio, P. Narayanan, H. Tsai, R. M. Shelby, I. Boybat, C. di Nolfo, S. Sidler, M. Giordano, M. Bodini, N. C. P. Farinha, B. Killeen, C. Cheng, Y. Jaoudi, G. W. Burr, Nature 2018, 558, 60.
dc.identifier.citedreferenceM. Prezioso, F. Merrikh-Bayat, B. D. Hoskins, G. C. Adam, K. K. Likharev, D. B. Strukov, Nature 2015, 521, 61.
dc.identifier.citedreferenceT. Werner, E. Vianello, O. Bichler, D. Garbin, D. Cattaert, B. Yvert, B. De Salvo, L. Perniola, Front. Neurosci. 2016, 10.
dc.identifier.citedreferenceW. Wang, G. Pedretti, V. Milo, R. Carboni, A. Calderoni, N. Ramaswamy, A. S. Spinelli, D. Ielmini, Sci Adv. 2018, 4, eaat4752.
dc.identifier.citedreferenceN. Locatelli, V. Cros, J. Grollier, Nat. Mater. 2014, 13, 11.
dc.identifier.citedreferenceA. F. Vincent, J. Larroque, N. Locatelli, N. B. Romdhane, O. Bichler, C. Gamrat, W. S. Zhao, J. Klein, S. Galdin-Retailleau, D. Querlioz, IEEE Trans. Biomed. Circuits Syst. 2015, 9, 166.
dc.identifier.citedreferenceS. Oh, T. Kim, M. Kwak, J. Song, J. Woo, S. Jeon, I. K. Yoo, H. Hwang, IEEE Electron Device Lett. 2017, 38, 732.
dc.identifier.citedreferenceB. Obradovic, T. Rakshit, R. Hatcher, J. Kittl, R. Sengupta, J. G. Hong, M. S. Rodder, IEEE J. Electron Devices Soc. 2018, 6, 438.
dc.identifier.citedreferenceM. Lee, W. Lee, S. Choi, J.-W. Jo, J. Kim, S. K. Park, Y.-H. Kim, Adv. Mater. 2017, 29, 1700951.
dc.identifier.citedreferenceY. Wang, Z. Lv, J. Chen, Z. Wang, Y. Zhou, L. Zhou, X. Chen, S.-T. Han, Adv. Mater. 2018, 30, 1802883.
dc.identifier.citedreferenceJ. Feldmann, N. Youngblood, C. D. Wright, H. Bhaskaran, W. H. P. Pernice, Nature 2019, 569, 208.
dc.identifier.citedreferenceJ. Feldmann, N. Youngblood, M. Karpov, H. Gehring, X. Li, M. Stappers, M. Le Gallo, X. Fu, A. Lukashchuk, A. S. Raja, J. Liu, C. D. Wright, A. Sebastian, T. J. Kippenberg, W. H. P. Pernice, H. Bhaskaran, Nature 2021, 589, 52.
dc.identifier.citedreferencea) E. J. Fuller, F. E. Gabaly, F. Léonard, S. Agarwal, S. J. Plimpton, R. B. Jacobs-Gedrim, C. D. James, M. J. Marinella, A. A. Talin, Adv. Mater. 2017, 29, 1604310; b) X. Yao, K. Klyukin, W. Lu, M. Onen, S. Ryu, D. Kim, N. Emond, I. Waluyo, A. Hunt, J. A. del Alamo, J. Li, B. Yildiz, Nat. Commun. 2020, 11, 3134; c) Y. Li, J. Lu, D. Shang, Q. Liu, S. Wu, Z. Wu, X. Zhang, J. Yang, Z. Wang, H. Lv, M. Liu, Adv. Mater. 2020, 32, 2003018; d) 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. 2020, 32, 2003984;
dc.identifier.citedreferenceY. van de Burgt, E. Lubberman, E. J. Fuller, S. T. Keene, G. C. Faria, S. Agarwal, M. J. Marinella, A. Alec Talin, A. Salleo, Nat. Mater. 2017, 16, 414.
dc.identifier.citedreferenceM. T. Sharbati, Y. Du, J. Torres, N. D. Ardolino, M. Yun, F. Xiong, Adv. Mater. 2018, 30, 1802353.
dc.identifier.citedreferenceY. Li, E. J. Fuller, S. Asapu, S. Agarwal, T. Kurita, J. J. Yang, A. A. Talin, ACS Appl. Mater. Interfaces 2019, 11, 38982.
dc.identifier.citedreferenceE. J. Fuller, S. T. Keene, A. Melianas, Z. Wang, S. Agarwal, Y. Li, Y. Tuchman, C. D. James, M. J. Marinella, J. J. Yang, A. Salleo, A. A. Talin, Science 2019, 364, 570.
dc.identifier.citedreferenceC.-S. Yang, D.-S. Shang, N. Liu, E. J. Fuller, S. Agrawal, A. A. Talin, Y.-Q. Li, B.-G. Shen, Y. Sun, Adv. Funct. Mater. 2018, 28, 1804170.
dc.identifier.citedreferenceJ. Zhu, Y. Yang, R. Jia, Z. Liang, W. Zhu, Z. U. Rehman, L. Bao, X. Zhang, Y. Cai, L. Song, R. Huang, Adv. Mater. 2018, 30, 1800195.
dc.identifier.citedreferenceC. Qian, J. Sun, L.-A. Kong, G. Gou, J. Yang, J. He, Y. Gao, Q. Wan, ACS Appl. Mater. Interfaces 2016, 8, 26169.
dc.identifier.citedreferenceQ. Wan, P. Zhang, Q. Shao, M. T. Sharbati, J. R. Erickson, K. L. Wang, F. Xiong, APL Mater. 2019, 7, 101107.
dc.identifier.citedreferenceJ.-T. Yang, C. Ma, C. Ge, Q.-H. Zhang, J.-Y. Du, J.-K. Li, H.-Y. Huang, M. He, C. Wang, S. Meng, L. Gu, H.-B. Lu, G.-Z. Yang, K.-J. Jin, J. Mater. Chem. C 2017, 5, 11694.
dc.working.doiNOen
dc.owningcollnameInterdisciplinary and Peer-Reviewed


Files in this item

Name:
aisy202100021.pdf
Size:
7.190MB
Format:
PDF
View/Open
Name:
aisy202100021-sup-0001-SuppDat ...
Size:
4.683MB
Format:
PDF
View/Open
Name:
aisy202100021_am.pdf
Size:
8.011MB
Format:
PDF
View/Open

Show simple item record

Remediation of Harmful Language

The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.

Accessibility

If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.