메뉴 건너뛰기




Volumn , Issue , 2011, Pages 150-156

Learning with memristive devices: How should we model their behavior?

Author keywords

formatting; insert; style; styling

Indexed keywords

BEHAVIORAL MODEL; COMMON MODELS; FORMATTING; HP LABS; INSERT; LEARNING ARCHITECTURES; MICHIGAN; MODEL FIT; NANO-ARCHITECTURE; PULSE REGIMES; STYLE; STYLING;

EID: 79961194061     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NANOARCH.2011.5941497     Document Type: Conference Paper
Times cited : (46)

References (37)
  • 2
    • 18744373862 scopus 로고    scopus 로고
    • CMOL FPGA: A reconfigurable architecture for hybrid digital circuits with two-terminal nanodevices
    • D.B. Strukov and K.K. Likharev, "CMOL FPGA: a reconfigurable architecture for hybrid digital circuits with two-terminal nanodevices," Nanotechnology, vol. 16, 2005, pp. 888-900.
    • (2005) Nanotechnology , vol.16 , pp. 888-900
    • Strukov, D.B.1    Likharev, K.K.2
  • 3
    • 0032510985 scopus 로고    scopus 로고
    • A defect-tolerant computer architecture: Opportunities for nanotechnology
    • J.R. Heath, P.J. Kuekes, G.S. Snider, and R.S. Williams, "A defect-tolerant computer architecture: Opportunities for nanotechnology," Science, vol. 280, 1998, p. 1716-1721.
    • (1998) Science , vol.280 , pp. 1716-1721
    • Heath, J.R.1    Kuekes, P.J.2    Snider, G.S.3    Williams, R.S.4
  • 4
    • 0141499770 scopus 로고    scopus 로고
    • Array-based architecture for FET-based, nanoscale electronics
    • A. DeHon, "Array-based architecture for FET-based, nanoscale electronics" IEEE Trans. Nanotechnol., vol. 2, 2003, pp. 23-32.
    • (2003) IEEE Trans. Nanotechnol. , vol.2 , pp. 23-32
    • DeHon, A.1
  • 5
    • 33745845381 scopus 로고    scopus 로고
    • Hybrid CMOS/nanoelectronic digital circuits: Devices, architectures, and design automation
    • Washington, DC, USA: IEEE Computer Society
    • A. DeHon and K.K. Likharev, "Hybrid CMOS/nanoelectronic digital circuits: devices, architectures, and design automation," Proceedings of the 2005 IEEE/ACM Int. conf. on Computer-aided design, Washington, DC, USA: IEEE Computer Society, 2005, p. 375-382.
    • (2005) Proceedings of the 2005 IEEE/ACM Int. Conf. on Computer-aided Design , pp. 375-382
    • DeHon, A.1    Likharev, K.K.2
  • 6
    • 73949132516 scopus 로고    scopus 로고
    • Four-dimensional address topology for circuits with stacked multilayer crossbar arrays
    • Dec.
    • D.B. Strukov and R.S. Williams, "Four-dimensional address topology for circuits with stacked multilayer crossbar arrays," PNAS, vol. 106, Dec. 2009, pp. 20155-20158.
    • (2009) PNAS , vol.106 , pp. 20155-20158
    • Strukov, D.B.1    Williams, R.S.2
  • 8
    • 77951622926 scopus 로고    scopus 로고
    • Complementary resistive switches for passive nanocrossbar memories
    • May.
    • E. Linn, R. Rosezin, C. Kugeler, and R. Waser, "Complementary resistive switches for passive nanocrossbar memories," Nat. Mater., vol. 9, May. 2010, pp. 403-406.
    • (2010) Nat. Mater. , vol.9 , pp. 403-406
    • Linn, E.1    Rosezin, R.2    Kugeler, C.3    Waser, R.4
  • 10
    • 77950852717 scopus 로고    scopus 로고
    • Memristive' switches enable 'stateful' logic operations via material implication
    • Apr.
    • J. Borghetti, G.S. Snider, P.J. Kuekes, J.J. Yang, D.R. Stewart, and R.S. Williams, "Memristive' switches enable 'stateful' logic operations via material implication," Nature, vol. 464, Apr. 2010, pp. 873-876.
    • (2010) Nature , vol.464 , pp. 873-876
    • Borghetti, J.1    Snider, G.S.2    Kuekes, P.J.3    Yang, J.J.4    Stewart, D.R.5    Williams, R.S.6
  • 11
    • 77951026760 scopus 로고    scopus 로고
    • Nanoscale Memristor Device as Synapse in Neuromorphic Systems
    • Apr.
    • S.H. Jo, T. Chang, I. Ebong, B.B. Bhadviya, P. Mazumder, and W. Lu, "Nanoscale Memristor Device as Synapse in Neuromorphic Systems," Nano Lett., vol. 10, Apr. 2010, pp. 1297-1301.
    • (2010) Nano Lett. , vol.10 , pp. 1297-1301
    • Jo, S.H.1    Chang, T.2    Ebong, I.3    Bhadviya, B.B.4    Mazumder, P.5    Lu, W.6
  • 13
    • 79952640478 scopus 로고    scopus 로고
    • Investigating the switching dynamics and multilevel capability of bipolar metal oxide resistive switching memory
    • S. Yu, Y. Wu, and H.-S.P. Wong, "Investigating the switching dynamics and multilevel capability of bipolar metal oxide resistive switching memory,"AppI. Phys. Lett., vol. 98, 2011, p. 103514.
    • (2011) AppI. Phys. Lett. , vol.98 , pp. 103514
    • Yu, S.1    Wu, Y.2    Wong, H.-S.P.3
  • 14
    • 77954751982 scopus 로고    scopus 로고
    • Nanotube devices based crossbar architecture: Toward neuromorphic computing
    • W.S. Zhao, G. Agnus, V. Derycke, A. Filoramo, J.-P. Bourgoin, and C. Gamrat, "Nanotube devices based crossbar architecture: toward neuromorphic computing," Nanotechnol., vol. 21, 2010, p. 175202.
    • (2010) Nanotechnol. , vol.21 , pp. 175202
    • Zhao, W.S.1    Agnus, G.2    Derycke, V.3    Filoramo, A.4    Bourgoin, J.-P.5    Gamrat, C.6
  • 17
    • 20444482043 scopus 로고    scopus 로고
    • Hybrid electronic device based on polyaniline-polyethyleneoxide junction
    • V. Erokhin, T. Berzina, and M.P. Fontana, "Hybrid electronic device based on polyaniline-polyethyleneoxide junction," J. AppI. Phys., vol. 97, 2005, p.064501.
    • (2005) J. AppI. Phys. , vol.97 , pp. 064501
    • Erokhin, V.1    Berzina, T.2    Fontana, M.P.3
  • 18
    • 77953483362 scopus 로고    scopus 로고
    • Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions
    • Q. Lai, L. Zhang, Z. Li, W.F. Stickle, R.S. Williams, and Y. Chen, "Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions," Adv. Mater., vol. 22, 2010, pp. 2448-2453.
    • (2010) Adv. Mater. , vol.22 , pp. 2448-2453
    • Lai, Q.1    Zhang, L.2    Li, Z.3    Stickle, W.F.4    Williams, R.S.5    Chen, Y.6
  • 19
    • 78649765239 scopus 로고    scopus 로고
    • The brain of a new machine
    • M. Versace and B. Chandler, "The brain of a new machine," IEEE Spectrum, vol. 47, 2010, pp. 30-37.
    • (2010) IEEE Spectrum , vol.47 , pp. 30-37
    • Versace, M.1    Chandler, B.2
  • 20
    • 34249809769 scopus 로고    scopus 로고
    • Defect-tolerant nanoelectronic pattern classifiers
    • J.H. Lee and K.K. Likharev, "Defect-tolerant nanoelectronic pattern classifiers," Int. J. Circuit Theory Appl., vol. 35, 2007, pp. 239-264.
    • (2007) Int. J. Circuit Theory Appl. , vol.35 , pp. 239-264
    • Lee, J.H.1    Likharev, K.K.2
  • 25
    • 80054729052 scopus 로고    scopus 로고
    • A memristor-based spiking neural network immune to device variations
    • in press
    • D. Querlioz, O. Bichler, and C. Gamrat, "A memristor-based spiking neural network immune to device variations," Proc. of IJCNN 2011, in press.
    • Proc. of IJCNN 2011
    • Querlioz, D.1    Bichler, O.2    Gamrat, C.3
  • 26
    • 0031012615 scopus 로고    scopus 로고
    • Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs
    • Jan.
    • H. Markram, J. Lubke, M. Frotscher, and B. Sakmann, "Regulation of Synaptic Efficacy by Coincidence of Postsynaptic APs and EPSPs," Science, vol. 275, Jan. 1997, pp. 213-215.
    • (1997) Science , vol.275 , pp. 213-215
    • Markram, H.1    Lubke, J.2    Frotscher, M.3    Sakmann, B.4
  • 27
    • 33847275584 scopus 로고    scopus 로고
    • Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity
    • Feb.
    • T. Masquelier and S.J. Thorpe, "Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity," PLoS Comput Biol, vol. 3, Feb. 2007, p. e31.
    • (2007) PLoS Comput Biol , vol.3
    • Masquelier, T.1    Thorpe, S.J.2
  • 29
    • 0015127532 scopus 로고
    • Memristor-The missing circuit element
    • L. Chua, "Memristor-The missing circuit element," IEEE Transactions on Circuit Theory, vol. 18, 1971, pp. 507-519.
    • (1971) IEEE Transactions on Circuit Theory , vol.18 , pp. 507-519
    • Chua, L.1
  • 30
    • 34548685897 scopus 로고    scopus 로고
    • Self-organized computation with unreliable, memristive nanodevices
    • G.S. Snider, "Self-organized computation with unreliable, memristive nanodevices," Nanotechnol., vol. 18, 2007, p. 365202.
    • (2007) Nanotechnol. , vol.18 , pp. 365202
    • Snider, G.S.1
  • 31
    • 61649104641 scopus 로고    scopus 로고
    • Programmable Resistance Switching in Nanoscale Two-Tenninal Devices
    • Jan.
    • S.H. Jo, K.-H. Kim, and W. Lu, "Programmable Resistance Switching in Nanoscale Two-Tenninal Devices," Nano Lett., vol. 9, Jan. 2009, pp. 496-500.
    • (2009) Nano Lett. , vol.9 , pp. 496-500
    • Jo, S.H.1    Kim, K.-H.2    Lu, W.3
  • 32
    • 40449092679 scopus 로고    scopus 로고
    • CMOS Compatible Nanoscale Nonvolatile Resistance Switching Memory
    • Feb.
    • S.H. Jo and W. Lu, "CMOS Compatible Nanoscale Nonvolatile Resistance Switching Memory," Nano Lett., vol. 8, Feb. 2008, pp. 392-397.
    • (2008) Nano Lett. , vol.8 , pp. 392-397
    • Jo, S.H.1    Lu, W.2
  • 34
    • 66649107847 scopus 로고    scopus 로고
    • Coupled Ionic and Electronic Transport Model of Thin-Film Semiconductor Memristive Behavior
    • D.B. Strukov, J.L. Borghetti, and R.S. Williams, "Coupled Ionic and Electronic Transport Model of Thin-Film Semiconductor Memristive Behavior," Small, vol. 5, 2009, pp. 1058-1063.
    • (2009) Small , vol.5 , pp. 1058-1063
    • Strukov, D.B.1    Borghetti, J.L.2    Williams, R.S.3
  • 35
    • 58349100289 scopus 로고    scopus 로고
    • Exponential ionic drift: Fast switching and low volatility of thin-film memristors
    • D.B. Stnikov and R.S. Williams, "Exponential ionic drift: fast switching and low volatility of thin-film memristors," AppI. Phys. A, vol. 94, 2008, pp. 515-519.
    • (2008) AppI. Phys. A , vol.94 , pp. 515-519
    • Stnikov, D.B.1    Williams, R.S.2
  • 36
    • 73849125847 scopus 로고    scopus 로고
    • Electrical transport and thermometry of electroformed titanium dioxide memristive switches
    • J. Borghetti, D.B. Strukov, M.D. Pickett, J.J. Yang, D.R. Stewart, and R.S. Williams, "Electrical transport and thermometry of electroformed titanium dioxide memristive switches," J. AppI. Phys., vol. 106, 2009,p. 124504.
    • (2009) J. AppI. Phys. , vol.106 , pp. 124504
    • Borghetti, J.1    Strukov, D.B.2    Pickett, M.D.3    Yang, J.J.4    Stewart, D.R.5    Williams, R.S.6
  • 37
    • 9144258943 scopus 로고
    • Generalized Formula for the Electric Tunnel Effect between Similar Electrodes Separated by a Thin Insulating Film
    • J.G. Simmons, "Generalized Formula for the Electric Tunnel Effect between Similar Electrodes Separated by a Thin Insulating Film," J. AppI. Phys., vol. 34, 1963, p. 1793.
    • (1963) J. AppI. Phys. , vol.34 , pp. 1793
    • Simmons, J.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.