메뉴 건너뛰기




Volumn 13, Issue 2, 2013, Pages 56-73

Building neuromorphic circuits with memristive devices

Author keywords

[No Author keywords available]

Indexed keywords

ALTERNATIVE APPROACH; COMPUTING ARCHITECTURE; DEVICE STRUCTURES; EXPONENTIAL GROWTH; HYBRID INTEGRATION; LARGE AMOUNTS OF DATA; NEUROMORPHIC CIRCUITS; SYSTEM FUNCTIONALITY;

EID: 84878333703     PISSN: 1531636X     EISSN: None     Source Type: Journal    
DOI: 10.1109/MCAS.2013.2256260     Document Type: Review
Times cited : (98)

References (83)
  • 1
    • 84878344197 scopus 로고    scopus 로고
    • International Technology Roadmap for Semiconductors (ITRS), 2011 Edition [Online]
    • International Technology Roadmap for Semiconductors (ITRS), 2011 Edition [Online]. Available: http://www.itrs.net/Links/2011ITRS/Home2011.htm
  • 2
    • 0025507283 scopus 로고
    • Neuromorphic electronic systems
    • C. Mead, "Neuromorphic electronic systems," Proc. IEEE, vol. 78, pp. 1629-1636, 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 1629-1636
    • Mead, C.1
  • 3
    • 83755165579 scopus 로고    scopus 로고
    • Neuromorphic silicon neurons and large-scale neural networks: Challenges and opportunities
    • C.-S. Poon and K. Zhou, "Neuromorphic silicon neurons and large-scale neural networks: Challenges and opportunities," Front. Neurosci., vol. 5, pp. 108-108, 2011.
    • (2011) Front. Neurosci. , vol.5 , pp. 108-108
    • Poon, C.-S.1    Zhou, K.2
  • 6
    • 84858258806 scopus 로고    scopus 로고
    • Neuromorphic, digital, and quantum computation with memory circuit elements
    • Y. V. Pershin and M. Di Ventra, "Neuromorphic, digital, and quantum computation with memory circuit elements," Proc. IEEE, vol. 100, pp. 2071-2080, 2012.
    • (2012) Proc. IEEE , vol.100 , pp. 2071-2080
    • Pershin, Y.V.1    Di Ventra, M.2
  • 7
    • 83755195671 scopus 로고    scopus 로고
    • Abio physically-based neuromorphic model of spike rate-and timing-dependent plasticity
    • G. Rachmuth, H. Z. Shouval, M. F. Bear, and C.-S. Poon, "Abio physically-based neuromorphic model of spike rate-and timing-dependent plasticity," Proc. Natl. Acad. Sci. U. S. A., vol. 108, pp. E1266-E1274, 2011.
    • (2011) Proc. Natl. Acad. Sci. U. S. A. , vol.108
    • Rachmuth, G.1    Shouval, H.Z.2    Bear, M.F.3    Poon, C.-S.4
  • 8
    • 0034296001 scopus 로고    scopus 로고
    • Synchronization, diversity, and topology of networks of integrate and fire oscillators
    • X. Guardiola, A. Diaz-Guilera, M. Llas, and C. J. Perez, "Synchronization, diversity, and topology of networks of integrate and fire oscillators," Phys. Rev. E, vol. 62, pp. 5565-5570, 2000.
    • (2000) Phys. Rev. e , vol.62 , pp. 5565-5570
    • Guardiola, X.1    Diaz-Guilera, A.2    Llas, M.3    Perez, C.J.4
  • 9
    • 18144398038 scopus 로고    scopus 로고
    • Synchronization of Kuramoto oscillators in scale-free networks
    • DOI 10.1209/epl/i2004-10238-x
    • Y. Moreno and A. F. Pacheco, "Synchronization of Kuramoto oscillators in scale-free networks," Europhys. Lett., vol. 68, pp. 603-609, 2004. (Pubitemid 41183694)
    • (2004) Europhysics Letters , vol.68 , Issue.4 , pp. 603-609
    • Moreno, Y.1    Pacheco, A.F.2
  • 10
    • 0036678999 scopus 로고    scopus 로고
    • A unified model of NMDA receptor-dependent bidirectional synaptic plasticity
    • H. Z. Shouval, M. F. Bear, and L. N. Cooper, "A unified model of NMDA receptor-dependent bidirectional synaptic plasticity," Proc. Natl. Acad. Sci. U. S. A., vol. 99, pp. 10831-10836, 2002.
    • (2002) Proc. Natl. Acad. Sci. U. S. A. , vol.99 , pp. 10831-10836
    • Shouval, H.Z.1    Bear, M.F.2    Cooper, L.N.3
  • 11
    • 0015127532 scopus 로고
    • Memristor: The missing circuit element
    • L. O. Chua, "Memristor: The missing circuit element," IEEE Trans. Circuit Theory, vol. 18, pp. 507-519, 1971.
    • (1971) IEEE Trans. Circuit Theory , vol.18 , pp. 507-519
    • Chua, L.O.1
  • 12
    • 0016918810 scopus 로고
    • Memristive devices and systems
    • L. O. Chua and S. M. Kang, "Memristive devices and systems," Proc. IEEE, vol. 64, pp. 209-223, 1976.
    • (1976) Proc. IEEE , vol.64 , pp. 209-223
    • Chua, L.O.1    Kang, S.M.2
  • 13
    • 43049126833 scopus 로고    scopus 로고
    • The missing memristor found
    • DOI 10.1038/nature06932, PII NATURE06932
    • D. B. Strukov, G. S. Snider, D. R. Stewart, and R. S. Williams, "The missing memristor found," Nature, vol. 453, pp. 80-83, 2008. (Pubitemid 351630336)
    • (2008) Nature , vol.453 , Issue.7191 , pp. 80-83
    • Strukov, D.B.1    Snider, G.S.2    Stewart, D.R.3    Williams, R.S.4
  • 14
    • 35748974883 scopus 로고    scopus 로고
    • Nanoionics-based resistive switching memories
    • DOI 10.1038/nmat2023, PII NMAT2023
    • R. Waser and M. Aono, "Nanoionics-based resistive switching memories," Nat. Mater., vol. 6, pp. 833-840, 2007. (Pubitemid 350064191)
    • (2007) Nature Materials , vol.6 , Issue.11 , pp. 833-840
    • Waser, R.1    Aono, M.2
  • 15
    • 67650102619 scopus 로고    scopus 로고
    • Redox-based resistive switching memories: Nanoionic mechanisms, prospects, and challenges
    • R. Waser, R. Dittmann, G. Staikov, and K. Szot, "Redox-based resistive switching memories: Nanoionic mechanisms, prospects, and challenges," Adv. Mater., vol. 21, pp. 2632-2663, 2009.
    • (2009) Adv. Mater. , vol.21 , pp. 2632-2663
    • Waser, R.1    Dittmann, R.2    Staikov, G.3    Szot, K.4
  • 17
    • 43549126477 scopus 로고    scopus 로고
    • Resistive switching in transition metal oxides
    • DOI 10.1016/S1369-7021(08)70119-6, PII S1369702108701196
    • A. Sawa, "Resistive switching in transition metal oxides," Mater. Tod ay, vol. 11, pp. 28-36, 2008. (Pubitemid 351680723)
    • (2008) Materials Today , vol.11 , Issue.6 , pp. 28-36
    • Sawa, A.1
  • 18
    • 0002878283 scopus 로고
    • New conduction and reversible memory phenomena in thin insulating films
    • J. G. Simmons and R. R. Verderbe, "New conduction and reversible memory phenomena in thin insulating films," Proc. R. Soc. Lond. A, Math. Phys. Sci., vol. 301, pp. 77-102, 1967.
    • (1967) Proc. R. Soc. Lond. A, Math. Phys. Sci. , vol.301 , pp. 77-102
    • Simmons, J.G.1    Verderbe, R.R.2
  • 19
    • 63649138779 scopus 로고    scopus 로고
    • High-density crossbar arrays based on a Si memristive system
    • S. H. Jo, K. H. Kim, and W. Lu, "High-density crossbar arrays based on a Si memristive system," Nano Lett., vol. 9, pp. 870-874, 2009.
    • (2009) Nano Lett. , vol.9 , pp. 870-874
    • Jo, S.H.1    Kim, K.H.2    Lu, W.3
  • 20
    • 61649104641 scopus 로고    scopus 로고
    • Programmable resistance switching in nanoscale two-terminal devices
    • S. H. Jo, K. H. Kim, and W. Lu, "Programmable resistance switching in nanoscale two-terminal devices," Nano Lett., vol. 9, pp. 496-500, 2009.
    • (2009) Nano Lett. , vol.9 , pp. 496-500
    • Jo, S.H.1    Kim, K.H.2    Lu, W.3
  • 22
    • 79952950219 scopus 로고    scopus 로고
    • Resistance switching memories are memristors
    • L. Chua, "Resistance switching memories are memristors," Appl. Phys. A Mater. Sci. Process., vol. 102, pp. 765-783, 2011.
    • (2011) Appl. Phys. A Mater. Sci. Process. , vol.102 , pp. 765-783
    • Chua, L.1
  • 27
    • 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, pp. 1058-1063, 2009.
    • (2009) Small , vol.5 , pp. 1058-1063
    • Strukov, D.B.1    Borghetti, J.L.2    Williams, R.S.3
  • 28
    • 84859206837 scopus 로고    scopus 로고
    • Observation of conducting filament growth in nanoscale resistive memories
    • Y. Yang, P. Gao, S. Gaba, T. Chang, X. Pan, and W. Lu, "Observation of conducting filament growth in nanoscale resistive memories," Nat. Commun., vol. 3, p. 732, 2012.
    • (2012) Nat. Commun. , vol.3 , pp. 732
    • Yang, Y.1    Gao, P.2    Gaba, S.3    Chang, T.4    Pan, X.5    Lu, W.6
  • 32
    • 58349100289 scopus 로고    scopus 로고
    • Exponential ionic drift: Fast switching and low volatility of thin-film memristors
    • D. B. Strukov and R. S. Williams, "Exponential ionic drift: Fast switching and low volatility of thin-film memristors," Appl. Phys. A Mater. Sci. Process., vol. 94, pp. 515-519, 2009.
    • (2009) Appl. Phys. A Mater. Sci. Process. , vol.94 , pp. 515-519
    • Strukov, D.B.1    Williams, R.S.2
  • 38
    • 80053298117 scopus 로고    scopus 로고
    • Short-term memory to longterm memory transition in a nanoscale memristor
    • T. Chang, S.-H. Jo, and W. Lu, "Short-term memory to longterm memory transition in a nanoscale memristor," ACS Nano, vol. 5, pp. 7669-7676, 2011.
    • (2011) ACS Nano , vol.5 , pp. 7669-7676
    • Chang, T.1    Jo, S.-H.2    Lu, W.3
  • 39
    • 84861822371 scopus 로고    scopus 로고
    • Complementary resistive switching in tantalum oxide-based resistive memory devices
    • Y. Ya n g, P. Sheridan, and W. Lu, "Complementary resistive switching in tantalum oxide-based resistive memory devices," Appl. Phys. Lett., vol. 100, p. 203112, 2012.
    • (2012) Appl. Phys. Lett. , vol.100 , pp. 203112
    • Yang, Y.1    Sheridan, P.2    Lu, W.3
  • 40
    • 11944255355 scopus 로고    scopus 로고
    • Quantized conductance atomic switch
    • DOI 10.1038/nature03190
    • K. Terabe, T. Hasegawa, T. Nakayama, and M. Aono, "Quantized conductance atomic switch," Nature, vol. 433, pp. 47-50, 2005. (Pubitemid 40101138)
    • (2005) Nature , vol.433 , Issue.7021 , pp. 47-50
    • Terabe, K.1    Hasegawa, T.2    Nakayama, T.3    Aono, M.4
  • 42
    • 79960642436 scopus 로고    scopus 로고
    • Short-term plasticity and long-term potentiation mimicked in single inorganic synapses
    • T. Ohno, T. Hasegawa, T. Tsuruoka, K. Terabe, J. K. Gimzewski, and M. Aono, "Short-term plasticity and long-term potentiation mimicked in single inorganic synapses," Nat. Mater., vol. 10, pp. 591-595, 2011.
    • (2011) Nat. Mater. , vol.10 , pp. 591-595
    • Ohno, T.1    Hasegawa, T.2    Tsuruoka, T.3    Terabe, K.4    Gimzewski, J.K.5    Aono, M.6
  • 43
    • 77951026760 scopus 로고    scopus 로고
    • Nanoscale memristor device as synapse in neuromorphic systems
    • 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, pp. 1297-1301, 2010.
    • (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
  • 44
    • 40449092679 scopus 로고    scopus 로고
    • CMOS compatible nanoscale nonvolatile resistance switching memory
    • DOI 10.1021/nl073225h
    • S. H. Jo and W. Lu, "CMOS compatible nanoscale nonvolatile resistance switching memory," Nano Lett., vol. 8, pp. 392-397, 2008. (Pubitemid 351345988)
    • (2008) Nano Letters , vol.8 , Issue.2 , pp. 392-397
    • Jo, S.H.1    Lu, W.2
  • 45
    • 76449096940 scopus 로고    scopus 로고
    • Nanoscale resistive memory with intrinsic diode characteristics and long endurance
    • K. H. Kim, S. H. Jo, S. Gaba, and W. Lu, "Nanoscale resistive memory with intrinsic diode characteristics and long endurance," Appl. Phys. Lett., vol. 96, p. 053106, 2010.
    • (2010) Appl. Phys. Lett. , vol.96 , pp. 053106
    • Kim, K.H.1    Jo, S.H.2    Gaba, S.3    Lu, W.4
  • 46
    • 35748985544 scopus 로고    scopus 로고
    • Phase-change materials for rewriteable data storage
    • DOI 10.1038/nmat2009, PII NMAT2009
    • M. Wuttig and N. Yamada, "Phase-change materials for rewriteable data storage," Nat. Mater., vol. 6, pp. 824-832, 2007. (Pubitemid 350050578)
    • (2007) Nature Materials , vol.6 , Issue.11 , pp. 824-832
    • Wuttig, M.1    Yamada, N.2
  • 47
    • 84861089198 scopus 로고    scopus 로고
    • Nanoelec-tronic programmable synapses based on phase change materials for brain-inspired computing
    • D. Kuzum, R. G. D. Jeyasingh, B. Lee, and H. S. P. Wong, "Nanoelec-tronic programmable synapses based on phase change materials for brain-inspired computing," Nano Lett., vol. 12, pp. 2179-2186, 2012.
    • (2012) Nano Lett. , vol.12 , pp. 2179-2186
    • Kuzum, D.1    Jeyasingh, R.G.D.2    Lee, B.3    Wong, H.S.P.4
  • 48
    • 84860744210 scopus 로고    scopus 로고
    • Sub-100 fJ and sub-nanosecond thermally driven threshold switching in niobium oxide crosspoint nanodevices
    • M. D. Pickett and R. S. Williams, "Sub-100 fJ and sub-nanosecond thermally driven threshold switching in niobium oxide crosspoint nanodevices," Nanotechnology, vol. 23, p. 215202, 2012.
    • (2012) Nanotechnology , vol.23 , pp. 215202
    • Pickett, M.D.1    Williams, R.S.2
  • 49
    • 84872962355 scopus 로고    scopus 로고
    • A scalable neuristor built with Mott memristors
    • M. D. Pickett, G. Medeiros-Ribeiro, and R. S. Williams, "A scalable neuristor built with Mott memristors," Nat. Mater., vol. 12, pp. 114-117, 2013.
    • (2013) Nat. Mater. , vol.12 , pp. 114-117
    • Pickett, M.D.1    Medeiros-Ribeiro, G.2    Williams, R.S.3
  • 50
    • 84873306865 scopus 로고    scopus 로고
    • Memristors: Going active
    • W. Lu, "Memristors: Going active" Nat. Mater., vol. 12, pp. 93-94, 2013.
    • (2013) Nat. Mater. , vol.12 , pp. 93-94
    • Lu, W.1
  • 51
    • 84861577228 scopus 로고    scopus 로고
    • Thermophoresis/diffu-sion as a plausible mechanism for unipolar resistive switching in metal-oxide-metal memristors
    • D. B. Strukov, F. Alibart, and R. S. Williams, "Thermophoresis/ diffu-sion as a plausible mechanism for unipolar resistive switching in metal-oxide-metal memristors," Appl. Phys. A Mater. Sci. Process., vol. 107, pp. 509-518, 2012.
    • (2012) Appl. Phys. A Mater. Sci. Process. , vol.107 , pp. 509-518
    • Strukov, D.B.1    Alibart, F.2    Williams, R.S.3
  • 52
    • 80053196129 scopus 로고    scopus 로고
    • Universal reset characteristics of unipolar and bipolar metal-oxide RRAM
    • D. Ielmini, F. Nardi, and C. Cagli, "Universal reset characteristics of unipolar and bipolar metal-oxide RRAM," IEEE Trans. Electron Devices, vol. 58, pp. 3246-3253, 2011.
    • (2011) IEEE Trans. Electron Devices , vol.58 , pp. 3246-3253
    • Ielmini, D.1    Nardi, F.2    Cagli, C.3
  • 53
    • 58949104009 scopus 로고    scopus 로고
    • Occurrence of both unipolar memory and threshold resistance switching in a NiO Film
    • S. H. Chang, J. S. Lee, S. C. Chae, S. B. Lee, C. Liu, B. Kahng, D. W. Kim, and T. W. Noh, "Occurrence of both unipolar memory and threshold resistance switching in a NiO Film," Phys. Rev. Lett., vol. 102, p. 026801, 2009.
    • (2009) Phys. Rev. Lett. , vol.102 , pp. 026801
    • Chang, S.H.1    Lee, J.S.2    Chae, S.C.3    Lee, S.B.4    Liu, C.5    Kahng, B.6    Kim, D.W.7    Noh, T.W.8
  • 54
    • 67651052543 scopus 로고    scopus 로고
    • The elusive memristor: Properties of basic electrical circuits
    • Y. N. Joglekar and S. J. Wolf, "The elusive memristor: Properties of basic electrical circuits," Eur. J. Phys., vol. 30, pp. 661-675, 2009.
    • (2009) Eur. J. Phys. , vol.30 , pp. 661-675
    • Joglekar, Y.N.1    Wolf, S.J.2
  • 56
    • 70350457460 scopus 로고    scopus 로고
    • SPICE model of memristor with nonlinear dopant drift
    • Z. Biolek, D. Biolek, and V. Biolkova, "SPICE model of memristor with nonlinear dopant drift," Radioengineering, vol. 18, pp. 210-214, 2009.
    • (2009) Radioengineering , vol.18 , pp. 210-214
    • Biolek, Z.1    Biolek, D.2    Biolkova, V.3
  • 58
    • 79955548342 scopus 로고    scopus 로고
    • Compact modeling of conducting-bridge random-access memory (CBRAM)
    • S. Yu and H. S. P. Wong, "Compact modeling of conducting-bridge random-access memory (CBRAM)," IEEE Trans. Electron Devices, vol. 58, pp. 1352-1360, 2011.
    • (2011) IEEE Trans. Electron Devices , vol.58 , pp. 1352-1360
    • Yu, S.1    Wong, H.S.P.2
  • 59
    • 77955052673 scopus 로고    scopus 로고
    • Cortical computing with memristive nanodevices
    • G. S. Snider, "Cortical computing with memristive nanodevices," SciDAC Rev., vol. 10, pp. 58-65, 2008.
    • (2008) SciDAC Rev. , vol.10 , pp. 58-65
    • Snider, G.S.1
  • 60
    • 0004233135 scopus 로고    scopus 로고
    • Baltimore MD: The Johns Hopkins Univ. Press
    • W. M. Cowan, Ed., Synapses. Baltimore, MD: The Johns Hopkins Univ. Press, 2001.
    • (2001) Synapses
    • Cowan, W.M.1
  • 61
    • 0035924588 scopus 로고    scopus 로고
    • Rate, timing, and cooperativity jointly determine cortical synaptic plasticity
    • DOI 10.1016/S0896-6273(01)00542-6
    • P. J. Sjostrom, G. G. Turrigiano, and S. B. Nelson, "Rate, timing, and cooperativity jointly determine cortical synaptic plasticity," Neuron, vol. 32, pp. 1149-1164, 2001. (Pubitemid 34075403)
    • (2001) Neuron , vol.32 , Issue.6 , pp. 1149-1164
    • Sjostrom, P.J.1    Turrigiano, G.G.2    Nelson, S.B.3
  • 62
    • 0032535029 scopus 로고    scopus 로고
    • Synaptic modifications in cultured hippo-campal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type
    • G. Q. Bi and M. M. Poo, "Synaptic modifications in cultured hippo-campal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type," J. Neurosci., vol. 18, pp. 10464-10472, 1998.
    • (1998) J. Neurosci. , vol.18 , pp. 10464-10472
    • Bi, G.Q.1    Poo, M.M.2
  • 63
    • 0037187567 scopus 로고    scopus 로고
    • Spike-timing-dependent synaptic modification induced by natural spike trains
    • DOI 10.1038/416433a
    • R. C. Froemke and Y. Dan, "Spike-timing-dependent synaptic modification induced by natural spike trains," Nature, vol. 416, pp. 433-438, 2002. (Pubitemid 34272878)
    • (2002) Nature , vol.416 , Issue.6879 , pp. 433-438
    • Froemke, R.C.1    Dan, Y.2
  • 65
    • 79956129424 scopus 로고    scopus 로고
    • Analog memory and spike-timing-dependent plasticity characteristics of a nanoscale titanium oxide bilay-er resistive switching device
    • K. Seo, I. Kim, S. Jung, M. Jo, S. Park, J. Park, J. Shin, K. P. Biju, J. Kong, K. Lee, B. Lee, and H. Hwang, "Analog memory and spike-timing-dependent plasticity characteristics of a nanoscale titanium oxide bilay-er resistive switching device," Nanotechnology, vol. 22, p. 254023, 2011.
    • (2011) Nanotechnology , vol.22 , pp. 254023
    • Seo, K.1    Kim, I.2    Jung, S.3    Jo, M.4    Park, S.5    Park, J.6    Shin, J.7    Biju, K.P.8    Kong, J.9    Lee, K.10    Lee, B.11    Hwang, H.12
  • 66
    • 84856501021 scopus 로고    scopus 로고
    • The memristive magnetic tunnel junction as a nanoscopic synapse-neuron system
    • P. Krzysteczko, J. Muenchenberger, M. Schaefers, G. Reiss, and A. Thomas, "The memristive magnetic tunnel junction as a nanoscopic synapse-neuron system," Adv. Mater., vol. 24, pp. 762-766, 2012.
    • (2012) Adv. Mater. , vol.24 , pp. 762-766
    • Krzysteczko, P.1    Muenchenberger, J.2    Schaefers, M.3    Reiss, G.4    Thomas, A.5
  • 67
    • 84863642379 scopus 로고    scopus 로고
    • Synaptic learning and memory functions achieved using oxygen ion migration/diffusion in an amorphous InGaZnO memristor
    • Z. Q. Wang, H. Y. Xu, X. H. Li, H. Yu, Y. C. Liu, and X. J. Zhu, "Synaptic learning and memory functions achieved using oxygen ion migration/diffusion in an amorphous InGaZnO memristor," Adv. Funct. Mater., vol. 22, pp. 2759-2765, 2012.
    • (2012) Adv. Funct. Mater. , vol.22 , pp. 2759-2765
    • Wang, Z.Q.1    Xu, H.Y.2    Li, X.H.3    Yu, H.4    Liu, Y.C.5    Zhu, X.J.6
  • 68
    • 79960834019 scopus 로고    scopus 로고
    • A n electronic synapse device based on metal oxide resistive switching memory for neuromorphic computation
    • S. Yu, Y. Wu, R. Jeyasingh, D. Kuzum, and H. S. P. Wong, "A n electronic synapse device based on metal oxide resistive switching memory for neuromorphic computation," IEEE Trans. Electron Devices, vol. 58, pp. 2729-2737, 2011.
    • (2011) IEEE Trans. Electron Devices , vol.58 , pp. 2729-2737
    • Yu, S.1    Wu, Y.2    Jeyasingh, R.3    Kuzum, D.4    Wong, H.S.P.5
  • 70
    • 0015856913 scopus 로고
    • Effect of repetitive stimulation on facilitation of transmitter release at frog neuromuscular junction
    • K. L. Magleby, "Effect of repetitive stimulation on facilitation of transmitter release at frog neuromuscular junction," J. Physiol. Lond., vol. 234, pp. 327-352, 1973.
    • (1973) J. Physiol. Lond. , vol.234 , pp. 327-352
    • Magleby, K.L.1
  • 71
    • 0029835618 scopus 로고    scopus 로고
    • Determinants of the time course of facilitation at the granule cell to Purkinje cell synapse
    • P. P. Atluri and W. G. Regehr, "Determinants of the time course of facilitation at the granule cell to Purkinje cell synapse," J. Neurosci., vol. 16, pp. 5661-5671, 1996. (Pubitemid 26293390)
    • (1996) Journal of Neuroscience , vol.16 , Issue.18 , pp. 5661-5671
    • Atluri, P.P.1    Regehr, W.G.2
  • 73
    • 0032523457 scopus 로고    scopus 로고
    • Neural networks with dynamic synapses
    • M. Tsodyks, K. Pawelzik, and H. Markram, "Neural networks with dynamic synapses," Neural Comput., vol. 10, pp. 821-835, 1998. (Pubitemid 128463179)
    • (1998) Neural Computation , vol.10 , Issue.4 , pp. 821-835
    • Tsodyks, M.1    Pawelzik, K.2    Markram, H.3
  • 74
    • 0005029218 scopus 로고
    • Storage and retrieval processes in long-term memory
    • R. M. Shiffrin and R. C. Atkinson, "Storage and retrieval processes in long-term memory," Psychol. Rev., vol. 76, pp. 179-193, 1969.
    • (1969) Psychol. Rev. , vol.76 , pp. 179-193
    • Shiffrin, R.M.1    Atkinson, R.C.2
  • 76
    • 77955049562 scopus 로고    scopus 로고
    • Experimental demonstration of associative memory with memristive neural networks
    • Y. V. Pershin and M. Di Ventra, "Experimental demonstration of associative memory with memristive neural networks," Neural Netw., vol. 23, pp. 881-886, 2010.
    • (2010) Neural Netw. , vol.23 , pp. 881-886
    • Pershin, Y.V.1    Di Ventra, M.2
  • 79
    • 84874920386 scopus 로고    scopus 로고
    • Interference and memory capacity effects in memristive systems
    • J. Hermiz, T. Chang, C. Du, and W. Lu, "Interference and memory capacity effects in memristive systems," Appl. Phys. Lett., vol. 102, p. 083106, 2013.
    • (2013) Appl. Phys. Lett. , vol.102 , pp. 083106
    • Hermiz, J.1    Chang, T.2    Du, C.3    Lu, W.4
  • 80
    • 84855772398 scopus 로고    scopus 로고
    • A functional hybrid memristor crossbar-array/CMOS system for data storage and neuromorphic applications
    • K.-H. Kim, S. Gaba, D. Wheeler, J. M. Cruz-Albrecht, T. Hussain, N. Srinivasa, and W. Lu, "A functional hybrid memristor crossbar-array/CMOS system for data storage and neuromorphic applications," Nano Lett., vol. 12, pp. 389-395, 2012.
    • (2012) Nano Lett. , vol.12 , pp. 389-395
    • Kim, K.-H.1    Gaba, S.2    Wheeler, D.3    Cruz-Albrecht, J.M.4    Hussain, T.5    Srinivasa, N.6    Lu, W.7
  • 82
    • 18744373862 scopus 로고    scopus 로고
    • CMOL FPGA: A reconfigurable architecture for hybrid digital circuits with two-terminal nanodevices
    • DOI 10.1088/0957-4484/16/6/045, PII S0957448405943274
    • D. B. Strukov and K. K. Likharev, "CMOL FPGA: A reconfigurable architecture for hybrid digital circuits with two-terminal nanodevices," Nanotechnology, vol. 16, pp. 888-900, 2005. (Pubitemid 40666599)
    • (2005) Nanotechnology , vol.16 , Issue.6 , pp. 888-900
    • Strukov, D.B.1    Likharev, K.K.2
  • 83
    • 33846807711 scopus 로고    scopus 로고
    • Nano/CMOS architectures using a field-programmable nanowire interconnect
    • G. S. Snider and R. S. Williams, "Nano/CMOS architectures using a field-programmable nanowire interconnect," Nanotechnology, vol. 18, p. 035204, 2007.
    • (2007) Nanotechnology , vol.18 , pp. 035204
    • Snider, G.S.1    Williams, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.