Show simple item record

Neural Functional Connectivity Reconstruction with Second‐Order Memristor Network

dc.contributor.authorWu, Yuting
dc.contributor.authorMoon, John
dc.contributor.authorZhu, Xiaojian
dc.contributor.authorLu, Wei D.
dc.date.accessioned2021-09-08T14:34:53Z
dc.date.available2022-09-08 10:34:51en
dc.date.available2021-09-08T14:34:53Z
dc.date.issued2021-08
dc.identifier.citationWu, Yuting; Moon, John; Zhu, Xiaojian; Lu, Wei D. (2021). "Neural Functional Connectivity Reconstruction with Second‐Order Memristor Network." Advanced Intelligent Systems 3(8): n/a-n/a.
dc.identifier.issn2640-4567
dc.identifier.issn2640-4567
dc.identifier.urihttps://hdl.handle.net/2027.42/169270
dc.publisherWiley Periodicals, Inc.
dc.subject.othermemristors
dc.subject.otherconnectivity reconstructions
dc.subject.otherneural signal analysis
dc.subject.otherspike-timing-dependent plasticity
dc.titleNeural Functional Connectivity Reconstruction with Second‐Order Memristor Network
dc.typeArticle
dc.rights.robotsIndexNoFollow
dc.subject.hlbsecondlevelComputer Science
dc.subject.hlbtoplevelEngineering
dc.description.peerreviewedPeer Reviewed
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/169270/1/aisy202000276.pdf
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/169270/2/aisy202000276_am.pdf
dc.identifier.doi10.1002/aisy.202000276
dc.identifier.sourceAdvanced Intelligent Systems
dc.identifier.citedreferenceN. Brunel, J. Comput. Neurosci. 2000, 8, 183.
dc.identifier.citedreferencea) W. Wang, G. Pedretti, V. Milo, R. Carboni, A. Calderoni, N. Ramaswamy, A. S. Spinelli, D. Ielmini, Sci. Adv. 2018, 4, eaat4752; b) W. Wang, G. Pedretti, V. Milo, R. Carboni, A. Calderoni, N. Ramaswamy, A. Spinelli, D. Ielmini, Faraday Discuss. 2019, 213, 453; c) M. A. Zidan, Y. Jeong, W. D. Lu, IEEE Trans. Nanotechnol. 2017, 16, 721.
dc.identifier.citedreferenceJ. W. Pillow, J. Shlens, E. Chichilnisky, E. P. Simoncelli, PLoS One 2013, 8, e62123.
dc.identifier.citedreferenceT. Fardet, S. B. Vennemo, J. Mitchell, H. Mørk, S. Graber, J. Hahne, S. Spreizer, R. Deepu, G. Trensch, P. Weidel, J. Jordan, J. M. Eppler, D. Terhorst, A. Morrison, C. Linssen, A. Antonietti, K. Dai, A. Serenko, B. Cai, P. Kubaj, R. Gutzen, H. Jiang, I. Kitayama, B. Jürgens, H. E. Plesser, 2020, https://doi.org/10.5281/ZENODO.3605514.
dc.identifier.citedreferencea) A. S. Oblea, A. Timilsina, D. Moore, K. A. Campbell, presented at the 2010 Int. Joint Conf. on Neural Networks (IJCNN), 2010; b) W. Ma, L. Chen, C. Du, W. D. Lu, Appl. Phys. Lett. 2015, 107, 193101; c) Y. van de Burgt, E. Lubberman, E. J. Fuller, S. T. Keene, G. C. Faria, S. Agarwal, M. J. Marinella, A. A. Talin, A. Salleo, Nat. Mater. 2017, 16, 414; d) X. Yan, J. Zhao, S. Liu, Z. Zhou, Q. Liu, J. Chen, X. Y. Liu, Adv. Funct. Mater. 2018, 28, 1705320.
dc.identifier.citedreferencea) W. M. Kistler, J. L. v. Hemmen, Neural Comput. 2000, 12, 385; b) J. E. Rubin, Netw. Comput. Neural Syst. 2001, 12, 131.
dc.identifier.citedreferencea) A. J. Watt, N. S. Desai, Front. Synaptic Neurosci. 2010, 2, 5; b) T. C. Thiagarajan, M. Lindskog, R. W. Tsien, Neuron 2005, 47, 725; c) G.-q. Bi, M.-m. Poo, J. Neurosci. 1998, 18, 10464; d) G. Turrigiano, Cold Spring Harbor Perspect. Biol. 2012, 4, a005736.
dc.identifier.citedreferencea) E. M. Izhikevich, IEEE Trans. Neural Netw. 2004, 15, 1063; b) A. Rauch, G. La Camera, H.-R. Luscher, W. Senn, S. Fusi, J. Neurophysiol. 2003, 90, 1598; c) M. Helias, M. Deger, M. Diesmann, S. Rotter, Front. Comput. Neurosci. 2010, 3, 29; d) M. Diesmann, M.-O. Gewaltig, S. Rotter, A. Aertsen, Neurocomputing 2001, 38, 565.
dc.identifier.citedreferencea) S. Ito, M. E. Hansen, R. Heiland, A. Lumsdaine, A. M. Litke, J. M. Beggs, PLoS One 2011, 6, e27431; b) R. Vicente, M. Wibral, M. Lindner, G. Pipa, J. Comput. Neurosci. 2011, 30, 45.
dc.identifier.citedreferenceD. Chicco, G. Jurman, BMC Genomics 2020, 21, 6.
dc.identifier.citedreferenceS. Song, P. J. Sjöström, M. Reigl, S. Nelson, D. B. Chklovskii, PLoS Biol. 2005, 3, 0507.
dc.identifier.citedreferenceM. J. Richardson, Phys. Rev. E 2007, 76, 021919.
dc.identifier.citedreferencea) M. Madadi Asl, A. Valizadeh, P. A. Tass, Front. Physiol. 2018, 9, 1849; b) Q. Wang, Z. Duan, M. Perc, G. Chen, EPL 2008, 83, 50008.
dc.identifier.citedreferencea) Y. Manor, C. Koch, I. Segev, Biophys. J. 1991, 60, 1424; b) P. Maršálek, C. Koch, J. Maunsell, Proc. Natl. Acad. Sci. 1997, 94, 735; c) G. Ariav, A. Polsky, J. Schiller, J. Neurosci. 2003, 23, 7750.
dc.identifier.citedreferenceJ. Schiefer, A. Niederbühl, V. Pernice, C. Lennartz, J. Hennig, P. LeVan, S. Rotter, PLoS Comput. Biol. 2018, 14, e1006056.
dc.identifier.citedreferenceY. Dan, M.-m. Poo, Neuron 2004, 44, 23.
dc.identifier.citedreferenceS. Choi, P. Sheridan, W. D. Lu, Sci. Rep. 2015, 5, 1.
dc.identifier.citedreferenceA. Citri, R. C. Malenka, Neuropsychopharmacology 2008, 33, 18.
dc.identifier.citedreferenceA. Sebastian, T. Tuma, N. Papandreou, M. Le Gallo, L. Kull, T. Parnell, E. Eleftheriou, Nat. Commun. 2017, 8, 1115.
dc.identifier.citedreferenceA. Amarasingham, M. T. Harrison, N. G. Hatsopoulos, S. Geman, J. Neurophysiol. 2012, 107, 517.
dc.identifier.citedreferenceK. H. Brodersen, C. S. Ong, K. E. Stephan, J. M. Buhmann, presented at 2010 20th Int. Conf. on Pattern Recognition, 2010.
dc.identifier.citedreferencea) D. Hand, P. Christen, Stat. Comput. 2018, 28, 539; b) D. M. Powers, arXiv preprint arXiv:2010.16061, 2020.
dc.identifier.citedreferencea) T. Schreiber, Phys. Rev. Lett. 2000, 85, 461; b) A. Kraskov, H. Stögbauer, P. Grassberger, Phys. Rev. E 2004, 69, 066138.
dc.identifier.citedreferenceI. H. Stevenson, K. P. Kording, Nat. Neurosci. 2011, 14, 139.
dc.identifier.citedreferencea) J. Abbott, T. Ye, L. Qin, M. Jorgolli, R. S. Gertner, D. Ham, H. Park, Nat. Nanotechnol. 2017, 12, 460; b) J. E. Chung, H. R. Joo, J. L. Fan, D. F. Liu, A. H. Barnett, S. Chen, C. Geaghan-Breiner, M. P. Karlsson, M. Karlsson, K. Y. Lee, Neuron 2019, 101, 21; c) E. Musk, J. Med. Internet Res. 2019, 21, e16194; d) J. J. Jun, N. A. Steinmetz, J. H. Siegle, D. J. Denman, M. Bauza, B. Barbarits, A. K. Lee, C. A. Anastassiou, A. Andrei, Ç. Aydın, Nature 2017, 551, 232; e) G. Hong, C. M. Lieber, Nat. Rev. Neurosci. 2019, 20, 330.
dc.identifier.citedreferencea) D. S. Bassett, E. T. Bullmore, Curr. Opin. Neurol. 2009, 22, 340; b) J. W. Dickson, G. L. Gerstein, J. Neurophysiol. 1974, 37, 1239; c) D. F. English, S. McKenzie, T. Evans, K. Kim, E. Yoon, G. Buzsáki, Neuron 2017, 96, 505; d) C. Eschbach, A. Fushiki, M. Winding, C. M. Schneider-Mizell, M. Shao, R. Arruda, K. Eichler, J. Valdes-Aleman, T. Ohyama, A. S. Thum, Nat. Neurosci. 2020, 23, 544; e) P. Hagmann, L. Cammoun, X. Gigandet, R. Meuli, C. J. Honey, V. J. Wedeen, O. Sporns, PLoS Biol. 2008, 6, e159; f) M. Rubinov, O. Sporns, Neuroimage 2010, 52, 1059; g) C. J. Stam, B. Jones, G. Nolte, M. Breakspear, P. Scheltens, Cerebral Cortex 2007, 17, 92.
dc.identifier.citedreferencea) K. Toyama, M. Kimura, K. Tanaka, J. Neurophysiol. 1981, 46, 191; b) A. M. Aertsen, G. L. Gerstein, Brain Res. 1985, 340, 341; c) W. Melssen, W. Epping, Biol. Cybern. 1987, 57, 403.
dc.identifier.citedreferencea) W. Truccolo, U. T. Eden, M. R. Fellows, J. P. Donoghue, E. N. Brown, J. Neurophysiol. 2005, 93, 1074; b) J. Aljadeff, B. J. Lansdell, A. L. Fairhall, D. Kleinfeld, Neuron 2016, 91, 221; c) R. Kobayashi, S. Kurita, A. Kurth, K. Kitano, K. Mizuseki, M. Diesmann, B. J. Richmond, S. Shinomoto, Nat. Commun. 2019, 10, 1.
dc.identifier.citedreferenceJ. Ladenbauer, S. McKenzie, D. F. English, O. Hagens, S. Ostojic, Nat. Commun. 2019, 10, 1.
dc.identifier.citedreferencea) Z. Liu, J. Tang, B. Gao, P. Yao, X. Li, D. Liu, Y. Zhou, H. Qian, B. Hong, H. Wu, Nat. Commun. 2020, 11, 1; b) X. Zhu, Q. Wang, W. D. Lu, Nat. Commun. 2020, 11, 1.
dc.identifier.citedreferencea) J. Ladenbauer, S. McKenzie, D. F. English, O. Hagens, S. Ostojic, Nat. Commun. 2019, 10, 1; b) D. Endo, R. Kobayashi, R. Bartolo, B. B. Averbeck, Y. Sugase-Miyamoto, K. Hayashi, K. Kenji, B. J. Richmond, S. Shinomoto, bioRxiv 2020; c) J. Aljadeff, B. J. Lansdell, A. L. Fairhall, D. Kleinfeld, Neuron 2016, 91, 221.
dc.identifier.citedreferencea) G. G. Turrigiano, S. B. Nelson, Nat. Rev. Neurosci. 2004, 5, 97; b) E. L. Bienenstock, L. N. Cooper, P. W. Munro, J. Neurosci. 1982, 2, 32; c) A. Kirkwood, M. G. Rioult, M. F. Bear, Nature 1996, 381, 526.
dc.identifier.citedreferencea) S. H. Jo, T. Chang, I. Ebong, B. B. Bhadviya, P. Mazumder, W. Lu, Nano Lett. 2010, 10, 1297; b) Z. Wang, S. Joshi, S. E. Savel’ev, H. Jiang, R. Midya, P. Lin, M. Hu, N. Ge, J. P. Strachan, Z. Li, Nat. Mater. 2017, 16, 101; c) T. Tuma, A. Pantazi, M. Le Gallo, A. Sebastian, E. Eleftheriou, Nat. Nanotechnol. 2016, 11, 693; d) D. Kuzum, S. Yu, H. P. Wong, Nanotechnology 2013, 24, 382001.
dc.identifier.citedreferencea) F. Cai, J. M. Correll, S. H. Lee, Y. Lim, V. Bothra, Z. Zhang, M. P. Flynn, W. D. Lu, Nat. Electron. 2019, 2, 290; b) C. Li, D. Belkin, Y. Li, P. Yan, M. Hu, N. Ge, H. Jiang, E. Montgomery, P. Lin, Z. Wang, Nat. Commun. 2018, 9, 1.
dc.identifier.citedreferencea) B. Govoreanu, G. Kar, Y. Chen, V. Paraschiv, S. Kubicek, A. Fantini, I. Radu, L. Goux, S. Clima, R. Degraeve, presented at 2011 International Electron Devices Meeting, 2011; b) 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, Nat. Mater. 2011, 10, 625.
dc.identifier.citedreferencea) B. J. Choi, A. C. Torrezan, J. P. Strachan, P. Kotula, A. Lohn, M. J. Marinella, Z. Li, R. S. Williams, J. J. Yang, Adv. Funct. Mater. 2016, 26, 5290; b) N. Xu, L. Liu, X. Sun, C. Chen, Y. Wang, D. Han, X. Liu, R. Han, J. Kang, B. Yu, Semicond. Sci. Technol. 2008, 23, 075019.
dc.identifier.citedreferencea) H. Lee, P. Chen, T. Wu, Y. Chen, C. Wang, P. Tzeng, C. Lin, F. Chen, C. Lien, M.-J. Tsai, presented at 2008 IEEE International Electron Devices Meeting, 2008; b) C. Li, M. Hu, Y. Li, H. Jiang, N. Ge, E. Montgomery, J. Zhang, W. Song, N. Dávila, C. E. Graves, Nat. Electron. 2018, 1, 52; c) C. Du, F. Cai, M. A. Zidan, W. Ma, S. H. Lee, W. D. Lu, Nat. Commun. 2017, 8, 1.
dc.identifier.citedreferencea) W. Kim, S. I. Park, Z. Zhang, Y. Yang-Liauw, D. Sekar, H.-S. P. Wong, S. S. Wong, presented at 2011 Symp. on VLSI Technology-Digest of Technical Papers, 2011; b) Y. Wu, S. Yu, B. Lee, P. Wong, J. Appl. Phys. 2011, 110, 094104; c) C. Walczyk, C. Wenger, R. Sohal, M. Lukosius, A. Fox, J. Dąbrowski, D. Wolansky, B. Tillack, H.-J. Müssig, T. Schroeder, J. Appl. Phys. 2009, 105, 114103.
dc.identifier.citedreferenceS. Kim, C. Du, P. Sheridan, W. Ma, S. Choi, W. D. Lu, Nano Lett. 2015, 15, 2203.
dc.identifier.citedreferencea) S.-N. Yang, Y.-G. Tang, R. S. Zucker, J. Neurophysiol. 1999, 81, 781; b) H. Z. Shouval, M. F. Bear, L. N. Cooper, Proc. Natl. Acad. Sci. USA 2002, 99, 10831; c) H. Z. Shouval, G. C. Castellani, B. S. Blais, L. C. Yeung, L. N. Cooper, Biol. Cybern. 2002, 87, 383.
dc.identifier.citedreferencea) S. Yu, Y. Wu, R. Jeyasingh, D. Kuzum, H.-S. P. Wong, IEEE Trans. Electron Devices 2011, 58, 2729; b) T. Serrano-Gotarredona, T. Masquelier, T. Prodromakis, G. Indiveri, B. Linares-Barranco, Front. Neurosci. 2013, 7, 2; c) S. H. Jo, T. Chang, I. Ebong, B. B. Bhadviya, P. Mazumder, W. Lu, Nano Lett. 2010, 10, 1297; d) F. Alibart, S. Pleutin, O. Bichler, C. Gamrat, T. Serrano-Gotarredona, B. Linares-Barranco, D. Vuillaume, Adv. Funct. Mater. 2012, 22, 609.
dc.identifier.citedreferencea) T. Tuma, M. Le Gallo, A. Sebastian, E. Eleftheriou, IEEE Electron Device Lett. 2016, 37, 1238; b) M. Prezioso, M. R. Mahmoodi, F. M. Bayat, H. Nili, H. Kim, A. Vincent, D. B. Strukov, Nat. Commun. 2018, 9, 1.
dc.working.doiNOen
dc.owningcollnameInterdisciplinary and Peer-Reviewed


Files in this item

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.