메뉴 건너뛰기




Volumn 108, Issue 49, 2011, Pages

A biophysically-based neuromorphic model of spike rate- and timing-dependent plasticity

Author keywords

Iono neuromorphic modeling; Rate based synaptic plasticity; Silicon neuron; Subthreshold microelectronics; VLSI circuit

Indexed keywords

4 AMINOBUTYRIC ACID RECEPTOR; AMPA RECEPTOR; ENDOCANNABINOID; N METHYL DEXTRO ASPARTIC ACID RECEPTOR;

EID: 83755195671     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1106161108     Document Type: Article
Times cited : (151)

References (99)
  • 2
    • 0023224483 scopus 로고
    • A physiological basis for a theory of synapse modification
    • Bear MF, Cooper LN, Ebner FF (1987) A physiological basis for a theory of synapse modification. Science 237:42-48. (Pubitemid 17096934)
    • (1987) Science , vol.237 , Issue.4810 , pp. 42-48
    • Bear, M.F.1    Cooper, L.N.2    Ebner, F.F.3
  • 3
    • 0015799240 scopus 로고
    • Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path
    • Bliss TV, Lomo T (1973) Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol 232:331-356.
    • (1973) J Physiol , vol.232 , pp. 331-356
    • Bliss, T.V.1    Lomo, T.2
  • 4
    • 0026579349 scopus 로고
    • Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade
    • Dudek SM, Bear MF (1992) Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. Proc Nat'l Acad Sci USA 89:4363-4367.
    • (1992) Proc Nat'l Acad Sci USA , vol.89 , pp. 4363-4367
    • Dudek, S.M.1    Bear, M.F.2
  • 5
    • 0031012615 scopus 로고    scopus 로고
    • Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs
    • DOI 10.1126/science.275.5297.213
    • Markram H, Lubke J, Frotscher M, Sakmann B (1997) Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs. Science 275:213-215. (Pubitemid 27034762)
    • (1997) Science , vol.275 , Issue.5297 , pp. 213-215
    • Markram, H.1    Lubke, J.2    Frotscher, M.3    Sakmann, B.4
  • 6
    • 0032480332 scopus 로고    scopus 로고
    • A critical window for cooperation and competition among developing retinotectal synapses
    • DOI 10.1038/25665
    • Zhang LI, Tao HW, Holt CE, Harris WA, Poo MM (1998) A critical window for cooperation and competition among developing retinotectal synapses. Nature 395:37-44. (Pubitemid 28420221)
    • (1998) Nature , vol.395 , Issue.6697 , pp. 37-44
    • Zhang, L.I.1    Tao, H.W.2    Holt, C.E.3    Harris, W.A.4    Poo, M.-M.5
  • 7
    • 2642677679 scopus 로고    scopus 로고
    • Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures
    • DOI 10.1111/j.1469-7793.1998.237bu.x
    • Debanne D, Gahwiler BH, Thompson SM (1998) Long-term synaptic plasticity between pairs of individual CA3 pyramidal cells in rat hippocampal slice cultures. J Physiol 507:237-247. (Pubitemid 28102688)
    • (1998) Journal of Physiology , vol.507 , Issue.1 , pp. 237-247
    • Debanne, D.1    Gahwiler, B.H.2    Thompson, S.M.3
  • 8
    • 0028356548 scopus 로고
    • Synaptic plasticity: LTP and LTD
    • DOI 10.1016/0959-4388(94)90101-5
    • Bear MF, Malenka RC (1994) Synaptic plasticity: LTP and LTD. Curr Opin Neurobiol 4:389-399. (Pubitemid 24194277)
    • (1994) Current Opinion in Neurobiology , vol.4 , Issue.3 , pp. 389-399
    • Bear, M.F.1    Malenka, R.C.2
  • 9
    • 0028050061 scopus 로고
    • Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper, and Munro (BCM) theory
    • DOI 10.1073/pnas.91.16.7797
    • Law CC, Cooper LN (1994) Formation of receptive fields in realistic visual environments according to the Bienenstock, Cooper, and Munro (BCM) theory. Proc Natl Acad Sci USA 91:7797-7801. (Pubitemid 24238272)
    • (1994) Proceedings of the National Academy of Sciences of the United States of America , vol.91 , Issue.16 , pp. 7797-7801
    • Law, C.C.1    Cooper, L.N.2
  • 10
    • 48249085332 scopus 로고    scopus 로고
    • Spike timing-dependent plasticity: A Hebbian learning rule
    • Caporale N, Dan Y (2008) Spike timing-dependent plasticity: a Hebbian learning rule. Annu Rev Neurosci 31:25-46.
    • (2008) Annu Rev Neurosci , vol.31 , pp. 25-46
    • Caporale, N.1    Dan, Y.2
  • 11
    • 0026458086 scopus 로고
    • Mechanisms underlying induction of homosynaptic long-term depression in area CA1 of the hippocampus
    • Mulkey RM, Malenka RC (1992) Mechanisms underlying induction of homosynaptic long-term depression in area CA1 of the hippocampus. Neuron 9:967-975.
    • (1992) Neuron , vol.9 , pp. 967-975
    • Mulkey, R.M.1    Malenka, R.C.2
  • 12
    • 0034928712 scopus 로고    scopus 로고
    • Synaptic modification by correlated activity: Hebb's postulate revisited
    • Bi GQ, Poo MM (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neuroscience 24:139-166.
    • (2001) Annu Rev Neuroscience , vol.24 , pp. 139-166
    • Bi, G.Q.1    Poo, M.M.2
  • 13
    • 0242418160 scopus 로고    scopus 로고
    • Experience strengthening transmission by driving AMPA receptors into synapses
    • DOI 10.1126/science.1079886
    • Takahashi T, Svoboda K, Malinow R (2003) Experience strengthening transmission by driving AMPA receptors into synapses. Science 299:1585-1588. (Pubitemid 36297710)
    • (2003) Science , vol.299 , Issue.5612 , pp. 1585-1588
    • Takahashi, T.1    Svoboda, K.2    Malinow, R.3
  • 14
    • 0141918783 scopus 로고    scopus 로고
    • AMPA receptor trafficking at excitatory synpases
    • Brendt DS, Nicoll RA (2003) AMPA receptor trafficking at excitatory synpases. Neuron 40:361-379.
    • (2003) Neuron , vol.40 , pp. 361-379
    • Brendt, D.S.1    Nicoll, R.A.2
  • 15
    • 83755190704 scopus 로고    scopus 로고
    • STDP: Spiking, Timing, Rates and Beyond
    • doi: 10.3389/fnsyn.2010.00014
    • Cooper LN (2010) STDP: Spiking, Timing, Rates and Beyond. Front Synaptic Neurosci 2:14, doi: 10.3389/fnsyn.2010.00014.
    • (2010) Front Synaptic Neurosci , vol.2 , pp. 14
    • Cooper, L.N.1
  • 17
    • 0036678999 scopus 로고    scopus 로고
    • A unified model of NMDA receptor-dependent bidirectional synaptic plasticity
    • Shouval HZ, Bear MF, Cooper LN (2002) A unified model of NMDA receptor-dependent bidirectional synaptic plasticity. Proc Natl Acad Sci USA 99:10831-10836.
    • (2002) Proc Natl Acad Sci USA , vol.99 , pp. 10831-10836
    • Shouval, H.Z.1    Bear, M.F.2    Cooper, L.N.3
  • 18
    • 0038159971 scopus 로고    scopus 로고
    • Relating STDP to BCM
    • DOI 10.1162/089976603321891783
    • Izhikevich EM, Desai NS (2003) Relating STDP to BCM. Neural Comput 15:1511-1523. (Pubitemid 37035559)
    • (2003) Neural Computation , vol.15 , Issue.7 , pp. 1511-1523
    • Izhikevich, E.M.1    Desai, N.S.2
  • 20
    • 25144490610 scopus 로고    scopus 로고
    • Synaptic and temporal ensemble interpretation of spike-timing-dependent plasticity
    • DOI 10.1162/0899766054796879
    • Appleby PA, Elliott T (2005) Synaptic and temporal ensemble interpretation of spike-timing-dependent plasticity. Neural Comput 17:2316-2336. (Pubitemid 41337038)
    • (2005) Neural Computation , vol.17 , Issue.11 , pp. 2316-2336
    • Appleby, P.A.1    Elliott, T.2
  • 21
    • 33748898872 scopus 로고    scopus 로고
    • Triplets of spikes in a model of spike timing dependent plasticity
    • Pfister JP, Gerstner W (2006) Triplets of spikes in a model of spike timing dependent plasticity. J Neurosci 26:9673-9682.
    • (2006) J Neurosci , vol.26 , pp. 9673-9682
    • Pfister, J.P.1    Gerstner, W.2
  • 22
    • 77955988619 scopus 로고    scopus 로고
    • Reconciling the STDP and BCM models of synaptic plasticity in a spiking recurrent neural network
    • Bush D, Philippides A, Husbands P, O'Shea M (2010) Reconciling the STDP and BCM models of synaptic plasticity in a spiking recurrent neural network. Neural Comput 22:2059-2085.
    • (2010) Neural Comput , vol.22 , pp. 2059-2085
    • Bush, D.1    Philippides, A.2    Husbands, P.3    O'Shea, M.4
  • 23
    • 0036314516 scopus 로고    scopus 로고
    • A model of spike-timing dependent plasticity: One or two coincidence detectors?
    • Karmarkar UR, Buonomano DV (2002) A model of spike-timing dependent plasticity: one or two coincidence detectors? J Neurophysiol 88:507-513. (Pubitemid 34755369)
    • (2002) Journal of Neurophysiology , vol.88 , Issue.1 , pp. 507-513
    • Karmarkar, U.R.1    Buonomano, D.V.2
  • 24
    • 0040075938 scopus 로고    scopus 로고
    • Mechanisms and significance of spike-timing dependent plasticity
    • DOI 10.1007/s00422-002-0351-0
    • Karmarkar UR, Najarian MT, Buonomano DV (2002) Mechanisms and significance of spike-timing dependent plasticity. Biol Cybern 87:373-382. (Pubitemid 135689598)
    • (2002) Biological Cybernetics , vol.87 , Issue.5-6 , pp. 373-382
    • Karmarkar, U.R.1    Najarian, M.T.2    Buonomano, D.V.3
  • 25
    • 84870417137 scopus 로고    scopus 로고
    • Spike timing dependent plasticity: A consequence of more fundamental learning rules
    • doi: 10.3389/fncom.2010.00019
    • Shouval HZ, Wang SS-H, Wittenberg GM (2010) Spike timing dependent plasticity: a consequence of more fundamental learning rules. Front Comput Neurosci 4:19, doi: 10.3389/fncom.2010.00019.
    • (2010) Front Comput Neurosci , vol.4 , pp. 19
    • Shouval, H.Z.1    Wang, S.S.-H.2    Wittenberg, G.M.3
  • 26
    • 79959203683 scopus 로고    scopus 로고
    • Mechanisms of induction and maintenance of spiketiming dependent plasticity in biophysical synapse models
    • doi: 10.3389/fncom.2010.00136
    • Graupner M, Brunel N (2010) Mechanisms of induction and maintenance of spiketiming dependent plasticity in biophysical synapse models. Front Comput Neurosci 4, doi: 10.3389/fncom.2010.00136.
    • (2010) Front Comput Neurosci , vol.4
    • Graupner, M.1    Brunel, N.2
  • 28
    • 0040761802 scopus 로고
    • The effectiveness of analogue 'neural network' hardware
    • Hopfield JJ (1990) The effectiveness of analogue 'neural network' hardware. Network: Computation in Neural Systems 1:27-40.
    • (1990) Network: Computation in Neural Systems , vol.1 , pp. 27-40
    • Hopfield, J.J.1
  • 29
    • 80255127113 scopus 로고    scopus 로고
    • Neuromorphic silicon neuron circuits
    • doi: 10.3389/fnins.2011.00073
    • Indiveri G, et al. (2011) Neuromorphic silicon neuron circuits. Front Neurosci 5:73, doi: 10.3389/fnins.2011.00073.
    • (2011) Front Neurosci , vol.5 , pp. 73
    • Indiveri, G.1
  • 30
    • 55849107152 scopus 로고    scopus 로고
    • An organic/Si nanowire hybrid field configurable transistor
    • Lai QX, et al. (2008) An organic/Si nanowire hybrid field configurable transistor. Nano Lett 8:876-880.
    • (2008) Nano Lett , vol.8 , pp. 876-880
    • Lai, Q.X.1
  • 31
    • 43049126833 scopus 로고    scopus 로고
    • The missing memristor found
    • DOI 10.1038/nature06932, PII NATURE06932
    • Strukov DB, Snider GS, Stewart DR, Williams RS (2008) The missing memristor found. Nature 453:80-83. (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
  • 32
    • 4644246168 scopus 로고    scopus 로고
    • Synchrony detection and amplification by silicon neurons with STDP synapses
    • Bofill-i-Petit A, Murray AF (2004) Synchrony detection and amplification by silicon neurons with STDP synapses. IEEE Trans Neural Netw 15:1296-1304.
    • (2004) IEEE Trans Neural Netw , vol.15 , pp. 1296-1304
    • Bofill-i-Petit, A.1    Murray, A.F.2
  • 35
    • 33748430180 scopus 로고    scopus 로고
    • An artificial early visual model adopting spike-timing-dependent plasticity
    • Yang ZJ, Murray AF (2006) An artificial early visual model adopting spike-timing-dependent plasticity. Neurocomputing 69:1904-1911.
    • (2006) Neurocomputing , vol.69 , pp. 1904-1911
    • Yang, Z.J.1    Murray, A.F.2
  • 36
    • 34548821852 scopus 로고    scopus 로고
    • Synaptic dynamics in analog VLSI
    • Bartolozzi C, Indiveri G (2007) Synaptic dynamics in analog VLSI. Neural Comput 19:2581-2603.
    • (2007) Neural Comput , vol.19 , pp. 2581-2603
    • Bartolozzi, C.1    Indiveri, G.2
  • 40
    • 69249213506 scopus 로고    scopus 로고
    • A programmable spike-timing based circuit block for reconfigurable neuromorphic computing
    • Koickal TJ, Gouveia LC, Hamilton A (2009) A programmable spike-timing based circuit block for reconfigurable neuromorphic computing. Neurocomputing 72:3609-3616.
    • (2009) Neurocomputing , vol.72 , pp. 3609-3616
    • Koickal, T.J.1    Gouveia, L.C.2    Hamilton, A.3
  • 42
    • 0034293117 scopus 로고    scopus 로고
    • Spike-driven synaptic plasticity: Theory, simulation, VLSI implementation
    • Fusi S, Annunziato M, Badoni D, Salamon A, Amit DJ (2000) Spike-driven synaptic plasticity: theory, simulation, VLSI implementation. Neural Computat 12:2227-2258.
    • (2000) Neural Computat , vol.12 , pp. 2227-2258
    • Fusi, S.1    Annunziato, M.2    Badoni, D.3    Salamon, A.4    Amit, D.J.5
  • 43
    • 77954142256 scopus 로고    scopus 로고
    • Configurable neural phase shifter with spike-timing-dependent plasticity
    • Zhang L, Lai QX, Chen Y (2010) Configurable neural phase shifter with spike-timing-dependent plasticity. IEEE Electr Device L 31:716-718.
    • (2010) IEEE Electr Device L , vol.31 , pp. 716-718
    • Zhang, L.1    Lai, Q.X.2    Chen, Y.3
  • 44
    • 83755165579 scopus 로고    scopus 로고
    • Neuromorphic silicon neurons and large-scale neural networks: Challenges and opportunities
    • doi: 10.3389/fnins.2011.00108
    • Poon C-S, Zhou K (2011) Neuromorphic silicon neurons and large-scale neural networks: challenges and opportunities. Front. Neurosci 5:108, doi: 10.3389/fnins.2011.00108.
    • (2011) Front. Neurosci , vol.5 , pp. 108
    • Poon, C.-S.1    Zhou, K.2
  • 45
    • 43949102027 scopus 로고    scopus 로고
    • Phenomenological models of synaptic plasticity based on spike timing
    • DOI 10.1007/s00422-008-0233-1, Special Issue: Object Localization
    • Morrison A, Diesmann M, Gerstner W (2008) Phenomenological models of synaptic plasticity based on spike timing. Biol Cybern 98:459-478. (Pubitemid 351706395)
    • (2008) Biological Cybernetics , vol.98 , Issue.6 , pp. 459-478
    • Morrison, A.1    Diesmann, M.2    Gerstner, W.3
  • 46
    • 0242611588 scopus 로고    scopus 로고
    • A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory
    • Chicca E, et al. (2004) A VLSI recurrent network of integrate-and-fire neurons connected by plastic synapses with long-term memory. IEEE Trans Neural Netw 14:1297-1307.
    • (2004) IEEE Trans Neural Netw , vol.14 , pp. 1297-1307
    • Chicca, E.1
  • 47
    • 0001705212 scopus 로고
    • Floating gate analog memory for parameter and variable storage in a learning silicon neuron
    • Hafliger P, Rasche C (1992) Floating gate analog memory for parameter and variable storage in a learning silicon neuron. Proc. Int. Symp. Circuits and Systems pp 416-419.
    • (1992) Proc. Int. Symp. Circuits and Systems , pp. 416-419
    • Hafliger, P.1    Rasche, C.2
  • 49
    • 77951026760 scopus 로고    scopus 로고
    • Nanoscale memristor device as synapse in neuromorphic systems
    • Jo SH, et al. (2010) Nanoscale memristor device as synapse in neuromorphic systems. Nano Lett 10:1297-1301.
    • (2010) Nano Lett , vol.10 , pp. 1297-1301
    • Jo, S.H.1
  • 50
    • 33646439571 scopus 로고    scopus 로고
    • Two coincidence detectors for spike timing-dependent plasticity in somatosensory cortex
    • DOI 10.1523/JNEUROSCI.0176-06.2006
    • Bender VA, Bender KJ, Brasier DJ, Feldman DE (2006) Two coincidence detectors for spike timing-dependent plasticity in somatosensory cortex. J Neurosci 26:4166-4177. (Pubitemid 44315376)
    • (2006) Journal of Neuroscience , vol.26 , Issue.16 , pp. 4166-4177
    • Bender, V.A.1    Bender, K.J.2    Brasier, D.J.3    Feldman, D.E.4
  • 51
    • 0042163180 scopus 로고    scopus 로고
    • Neocortical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors
    • DOI 10.1016/S0896-6273(03)00476-8
    • Sjostrom PJ, Turrigiano GG, Nelson SB (2003) Neocoritical LTD via coincident activation of presynaptic NMDA and cannabinoid receptors. Neuron 39:641-654. (Pubitemid 36993581)
    • (2003) Neuron , vol.39 , Issue.4 , pp. 641-654
    • Sjostrom, P.J.1    Turrigiano, G.G.2    Nelson, S.B.3
  • 52
    • 33745188447 scopus 로고    scopus 로고
    • Novel presynaptic mechanisms for coincidence detection in synaptic plasticity
    • Duguid I, Sjostrom PJ (2006) Novel presynaptic mechanisms for coincidence detection in synaptic plasticity. Curr Opin Neurobiol 16:312-322.
    • (2006) Curr Opin Neurobiol , vol.16 , pp. 312-322
    • Duguid, I.1    Sjostrom, P.J.2
  • 53
    • 56649089004 scopus 로고    scopus 로고
    • Transistor analogs of emergent iono-neuronal dynamics
    • Rachmuth G, Poon CS (2008) Transistor analogs of emergent iono-neuronal dynamics. HFSP J 2:156-166.
    • (2008) HFSP J , vol.2 , pp. 156-166
    • Rachmuth, G.1    Poon, C.S.2
  • 54
    • 2942679371 scopus 로고    scopus 로고
    • 'Deaf, mute and whispering' silent synapses: Their role in synaptic plasticity
    • DOI 10.1113/jphysiol.2003.058966
    • Voronin LL, Cherubini E (2004) 'Deaf, mute and whispering' silent synapses: their role in synaptic plasticity. J Physiol-London 557:3-12. (Pubitemid 38771633)
    • (2004) Journal of Physiology , vol.557 , Issue.1 , pp. 3-12
    • Voronin, L.L.1    Cherubini, E.2
  • 55
    • 0027308279 scopus 로고
    • Common forms of synaptic plasticity in the hippocampus and neocortex in vitro
    • Kirkwood A, Dudek SM, Gold JT, Aizenman CD, Bear MF (1993) Common forms of synaptic plasticity in the hippocampus and neocortex in vitro. Science 260:1518-1521. (Pubitemid 23273269)
    • (1993) Science , vol.260 , Issue.5113 , pp. 1518-1521
    • Kirkwood, A.1    Dudek, S.M.2    Gold, J.T.3    Aizenman, C.D.4    Bear, M.F.5
  • 56
    • 0029929534 scopus 로고    scopus 로고
    • Bidirectional modification of CA1 synapses in the adult hippocampus in vivo
    • DOI 10.1038/381163a0
    • Heynen AJ, Abraham WC, Bear MF (1996) Bidirectional modification of CA1 synapses in the adult hippocampus in vivo. Nature 381:163-166. (Pubitemid 26137965)
    • (1996) Nature , vol.381 , Issue.6578 , pp. 163-166
    • Heynen, A.J.1    Abraham, W.C.2    Bear, M.F.3
  • 57
    • 0033725001 scopus 로고    scopus 로고
    • Reversible associative depression and nonassociative potentiation at a parallel fiber synapse
    • Han VZ, Grant K, Bell CC (2000) Reversible associative depression and nonassociative potentiation at a parallel fiber synapse. Neuron 27:611-622.
    • (2000) Neuron , vol.27 , pp. 611-622
    • Han, V.Z.1    Grant, K.2    Bell, C.C.3
  • 58
    • 0029984320 scopus 로고    scopus 로고
    • Metaplasticity: The plasticity of synaptic plasticity
    • DOI 10.1016/S0166-2236(96)80018-X
    • Abraham WC, Bear MF (1996) Metaplasticity: the plasticity of synaptic plasticity. Trends Neurosci 19:126-130. (Pubitemid 26086492)
    • (1996) Trends in Neurosciences , vol.19 , Issue.4 , pp. 126-130
    • Abraham, W.C.1    Bear, M.F.2
  • 61
    • 0028176087 scopus 로고
    • Involvement of a calcineurin/inhibitor-1 phosphatase cascade in hippocampal long-term depression
    • Mulkey RM, Endo S, Shenolikar S, Malenka RC (1994) Involvement of a calcineurin/inhibitor-1 phosphatase cascade in hippocampal long-term depression. Nature 369:486-488.
    • (1994) Nature , vol.369 , pp. 486-488
    • Mulkey, R.M.1    Endo, S.2    Shenolikar, S.3    Malenka, R.C.4
  • 62
    • 0034708587 scopus 로고    scopus 로고
    • Driving AMPA receptors into synapses by LTP and CaMKII: Requirement for GluR1 and PDZ domain interaction
    • DOI 10.1126/science.287.5461.2262
    • Hayashi Y, et al. (2000) Driving AMPA receptors into synapses by LTP and CaMKII: requirement for GluR1 and PDZ domain interaction. Science 287:2262-2267. (Pubitemid 30177031)
    • (2000) Science , vol.287 , Issue.5461 , pp. 2262-2267
    • Hayashi, Y.1    Shi, S.-H.2    Esteban, J.A.3    Piccini, A.4    Poncer, J.-C.5    Malinow, R.6
  • 63
    • 20444492464 scopus 로고    scopus 로고
    • Device mismatch and tradeoffs in the design of analog circuits
    • Kinget PR (2005) Device mismatch and tradeoffs in the design of analog circuits. IEEE J Solid-St Circ 40:1212-1224.
    • (2005) IEEE J Solid-St Circ , vol.40 , pp. 1212-1224
    • Kinget, P.R.1
  • 64
    • 15044340596 scopus 로고    scopus 로고
    • Spike-timing-dependent synaptic plasticity depends on dendritic location
    • DOI 10.1038/nature03366
    • Froemke RC, Poo M-m, Dan Y (2005) Spike-timing-dependent synaptic plasticity depends on dendritic location. Nature 434:221-225. (Pubitemid 40388053)
    • (2005) Nature , vol.434 , Issue.7030 , pp. 221-225
    • Froemke, R.C.1    Poo, M.-M.2    Dan, Y.3
  • 65
    • 0036606829 scopus 로고    scopus 로고
    • Spike timing, calcium signals and synaptic plasticity
    • DOI 10.1016/S0959-4388(02)00325-2
    • Sjostrom PJ, Nelson SB (2002) Spike timing, calcium signals, and synaptic plasiticty. Curr Opin Neurobiol 12:305-314. (Pubitemid 34618523)
    • (2002) Current Opinion in Neurobiology , vol.12 , Issue.3 , pp. 305-314
    • Sjostrom, P.J.1    Nelson, S.B.2
  • 66
    • 0034760630 scopus 로고    scopus 로고
    • Building blocks for electronic spiking neural networks
    • Van Schaik A (2001) Building blocks for electronic spiking neural networks. Neural Networks 13:617-628.
    • (2001) Neural Networks , vol.13 , pp. 617-628
    • Van Schaik, A.1
  • 67
    • 5344240347 scopus 로고    scopus 로고
    • Spike timing dependent plasticity of neural circuits
    • Dan Y, Poo M-m (2004) Spike timing dependent plasticity of neural circuits. Neuron 44:23-40.
    • (2004) Neuron , vol.44 , pp. 23-40
    • Dan, Y.1    Poo, M.-M.2
  • 68
    • 0036513485 scopus 로고    scopus 로고
    • The molecular basis of CaMKII function in synaptic and behavioural memory
    • DOI 10.1038/nrn753
    • Lisman J, Schulman H, Cline H (2002) The molecular basis of CaMKII function in synaptic and behavioural memory. Nat Rev Neurosci 3:175-190. (Pubitemid 135706588)
    • (2002) Nature Reviews Neuroscience , vol.3 , Issue.3 , pp. 175-190
    • Lisman, J.1    Schulman, H.2    Cline, H.3
  • 69
    • 0034735765 scopus 로고    scopus 로고
    • Analysis of calcium channels in single spines using optical fluctuations analysis
    • Sabatini BL, Svoboda K (2000) Analysis of calcium channels in single spines using optical fluctuations analysis. Nature 408:589-593.
    • (2000) Nature , vol.408 , pp. 589-593
    • Sabatini, B.L.1    Svoboda, K.2
  • 70
    • 0039484217 scopus 로고    scopus 로고
    • Spike-timing-dependent plasticity: Common themes and divergent vistas
    • Adam K, Mark CWvR, Sen S, Jesper T (2002) Spike-timing-dependent plasticity: common themes and divergent vistas. Biol Cybern 87:446-458.
    • (2002) Biol Cybern , vol.87 , pp. 446-458
    • Adam, K.1    Mark, C.Wv.R.2    Sen, S.3    Jesper, T.4
  • 71
    • 35348817977 scopus 로고    scopus 로고
    • Roles of phospholipase Cbeta and NMDA receptor in activity-dependent endocannabinoid release
    • DOI 10.1113/jphysiol.2007.137497
    • Hashimotodani Y, Ohno-Shosaku T, Watanabe M, Kano M (2007) Roles of phospholipase Cbeta and NMDA receptor in activity-dependent endocannabinoid release. J Physiol 584:373-380. (Pubitemid 47578324)
    • (2007) Journal of Physiology , vol.584 , Issue.2 , pp. 373-380
    • Hashimotodani, Y.1    Ohno-shosaku, T.2    Watanabe, M.3    Kano, M.4
  • 72
    • 33745706730 scopus 로고    scopus 로고
    • Endocannabinoid-mediated synaptic plasticity in the CNS
    • DOI 10.1146/annurev.neuro.29.051605.112834
    • Chevaleyre V, Takahashi KA, Castillo PE (2006) Endocannabinoid-mediated synaptic plasticity in the CNS. Annu Rev Neurosci 29:37-76. (Pubitemid 44476839)
    • (2006) Annual Review of Neuroscience , vol.29 , pp. 37-76
    • Chevaleyre, V.1    Takahashi, K.A.2    Castillo, P.E.3
  • 74
    • 77956397843 scopus 로고    scopus 로고
    • Endocannabinoids differentially modulate synaptic plasticity in rat hippocampal CA1 pyramidal neurons
    • Xu JY, Chen R, Zhang J, Chen C (2010) Endocannabinoids differentially modulate synaptic plasticity in rat hippocampal CA1 pyramidal neurons. PLoS One 5:e10306.
    • (2010) PLoS One , vol.5
    • Xu, J.Y.1    Chen, R.2    Zhang, J.3    Chen, C.4
  • 75
    • 23944475830 scopus 로고    scopus 로고
    • Endocannabinoids restrict hippocampal long-term potentiation via CB1
    • DOI 10.1016/j.neuropharm.2005.04.021, PII S0028390805001681
    • Slanina KA, Roberto M, Schweitzer P (2005) Endocannabinoids restrict hippocampal long-term potentiation via CB1. Neuropharmacology 49:660-668. (Pubitemid 41208288)
    • (2005) Neuropharmacology , vol.49 , Issue.5 , pp. 660-668
    • Slanina, K.A.1    Roberto, M.2    Schweitzer, P.3
  • 76
    • 0037986346 scopus 로고    scopus 로고
    • Heterosynaptic LTD of hippocampal GABAergic synapses: A novel role of endocannabinoids in regulating excitability
    • DOI 10.1016/S0896-6273(03)00235-6
    • Chevaleyre V, Castillo PE (2003) Heterosynaptic LTD of hippocampal GABAergic synapses: a novel role of endocannabinoids in regulating excitability. Neuron 38:461-472. (Pubitemid 36579147)
    • (2003) Neuron , vol.38 , Issue.3 , pp. 461-472
    • Chevaleyre, V.1    Castillo, P.E.2
  • 77
    • 0036321531 scopus 로고    scopus 로고
    • Endocannabinoids facilitate the induction of LTP in the hippocampus
    • DOI 10.1038/nn879
    • Carlson G, Wang Y, Alger BE (2002) Endocannabinoids facilitate the induction of LTP in the hippocampus. Nat Neurosci 5:723-724. (Pubitemid 34827586)
    • (2002) Nature Neuroscience , vol.5 , Issue.8 , pp. 723-724
    • Carlson, G.1    Wang, Y.2    Alger, B.E.3
  • 78
    • 4544239864 scopus 로고    scopus 로고
    • Endocannabinoid-mediated metaplasticity in the hippocampus
    • DOI 10.1016/j.neuron.2004.08.036, PII S0896627304005665
    • Chevaleyre V, Castillo PE (2004) Endocannabinoid-mediated metaplasticity in the hippocampus. Neuron 43:871-881. (Pubitemid 39215017)
    • (2004) Neuron , vol.43 , Issue.6 , pp. 871-881
    • Chevaleyre, V.1    Castillo, P.E.2
  • 79
    • 34147182184 scopus 로고    scopus 로고
    • Coactivation of Pre- and Postsynaptic Signaling Mechanisms Determines Cell-Specific Spike-Timing-Dependent Plasticity
    • DOI 10.1016/j.neuron.2007.03.026, PII S0896627307002498
    • Tzounopoulos T, Rubio ME, Keen JE, Trussell LO (2007) Coactivation of pre- and postsynaptic signaling mechanisms determines cell-specific spike-timing-dependent plasticity. Neuron 54:291-301. (Pubitemid 46561206)
    • (2007) Neuron , vol.54 , Issue.2 , pp. 291-301
    • Tzounopoulos, T.1    Rubio, M.E.2    Keen, J.E.3    Trussell, L.O.4
  • 80
    • 77955726114 scopus 로고    scopus 로고
    • Distinct coincidence detectors govern the corticostriatal spike timing-dependent plasticity
    • Fino E, et al. (2010) Distinct coincidence detectors govern the corticostriatal spike timing-dependent plasticity. J Physiol 588:3045-3062.
    • (2010) J Physiol , vol.588 , pp. 3045-3062
    • Fino, E.1
  • 81
    • 33751119889 scopus 로고    scopus 로고
    • 2+ signaling in spike-timing-dependent plasticity
    • 2+ signaling in spike-timing-dependent plasticity. J Neurosci 26:11001-11013.
    • (2006) J Neurosci , vol.26 , pp. 11001-11013
    • Nevian, T.1    Sakmann, B.2
  • 82
    • 0035924588 scopus 로고    scopus 로고
    • Rate, timing, and cooperativity jointly determine cortical synaptic plasticity
    • DOI 10.1016/S0896-6273(01)00542-6
    • Sjostrom PJ, Turrigiano GG, Nelson SB (2001) Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron 32:1149-1164. (Pubitemid 34075403)
    • (2001) Neuron , vol.32 , Issue.6 , pp. 1149-1164
    • Sjostrom, P.J.1    Turrigiano, G.G.2    Nelson, S.B.3
  • 83
    • 13244291586 scopus 로고    scopus 로고
    • Coactivation and timing-dependent integration of synaptic potentiation and depression
    • DOI 10.1038/nn1387
    • Wang HX, Gerkin RC, Nauen DW, Bi GQ (2005) Coactivation and timing-dependent integration of synaptic potentiation and depression. Nat Neurosci 8:187-193. (Pubitemid 40194049)
    • (2005) Nature Neuroscience , vol.8 , Issue.2 , pp. 187-193
    • Wang, H.-X.1    Gerkin, R.C.2    Nauen, D.W.3    Bi, G.-Q.4
  • 84
    • 0033213819 scopus 로고    scopus 로고
    • What are the computations of the cerebellum, the basal ganglia, and the cerebral cortex?
    • Doya K (1999) What are the computations of the cerebellum, the basal ganglia, and the cerebral cortex? Neural Networks 12:961-974.
    • (1999) Neural Networks , vol.12 , pp. 961-974
    • Doya, K.1
  • 85
    • 33646801243 scopus 로고    scopus 로고
    • Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning
    • DOI 10.1162/neco.2006.18.6.1318
    • Pfister JP, Toyoizumi T, Barber D, Gerstner W (2006) Optimal spike-timing-dependent plasticity for precise action potential firing in supervised learning. Neural Comput 18:1318-1348. (Pubitemid 43765446)
    • (2006) Neural Computation , vol.18 , Issue.6 , pp. 1318-1348
    • Pfister, J.-P.1    Toyoizumi, T.2    Barber, D.3    Gerstner, W.4
  • 86
    • 34249708388 scopus 로고    scopus 로고
    • Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity
    • Florian RV (2007) Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity. Neural Comput 19:1468-1502.
    • (2007) Neural Comput , vol.19 , pp. 1468-1502
    • Florian, R.V.1
  • 87
    • 34948906745 scopus 로고    scopus 로고
    • Solving the distal reward problem through linkage of STDP and dopamine signaling
    • Izhikevich EM (2007) Solving the distal reward problem through linkage of STDP and dopamine signaling. Cereb Cortex 17:2443-2452.
    • (2007) Cereb Cortex , vol.17 , pp. 2443-2452
    • Izhikevich, E.M.1
  • 88
    • 37549060355 scopus 로고    scopus 로고
    • Reinforcement learning with modulated spike timing dependent synaptic plasticity
    • Farries MA, Fairhall AL (2007) Reinforcement learning with modulated spike timing dependent synaptic plasticity. J Neurophysiol 98:3648-3665.
    • (2007) J Neurophysiol , vol.98 , pp. 3648-3665
    • Farries, M.A.1    Fairhall, A.L.2
  • 89
    • 79955652877 scopus 로고    scopus 로고
    • GABAA receptor trafficking-mediated plasticity of inhibitory synapses
    • Luscher B, Fuchs T, Kilpatrick CL (2011) GABAA receptor trafficking-mediated plasticity of inhibitory synapses. Neuron 70:385-409.
    • (2011) Neuron , vol.70 , pp. 385-409
    • Luscher, B.1    Fuchs, T.2    Kilpatrick, C.L.3
  • 90
    • 0036828550 scopus 로고    scopus 로고
    • Long-term plasticity at GABAergic and glycinergic synapses: Mechanisms and functional significance
    • DOI 10.1016/S0166-2236(02)02269-5, PII S0166223602022695
    • Gaiarsa J-L, Caillard O, Ben-Ari Y (2002) Long-term plasticity at GABAergic and glycinergic synapses: mechanisms and functional significance. Trends Neurosci 25:564-570. (Pubitemid 35254180)
    • (2002) Trends in Neurosciences , vol.25 , Issue.11 , pp. 564-570
    • Gaiarsa, J.-L.1    Caillard, O.2    Ben-Ari, Y.3
  • 91
    • 0032505048 scopus 로고    scopus 로고
    • Areceptors underlies potentiation at hippocampal inhibitory synapses
    • Areceptors underlies potentiation at hippocampal inhibitory synapses. Nature 395:172-177.
    • (1998) Nature , vol.395 , pp. 172-177
    • Nusser, Z.1    Hajos, N.2    Somogyi, P.3    Mody, I.4
  • 92
    • 0033874491 scopus 로고    scopus 로고
    • A p-channel MOS synapse transistor with self-convergent memory writes
    • Diorio C (2000) A p-channel MOS synapse transistor with self-convergent memory writes. IEEE Trans. Electron Devices 47:464-472.
    • (2000) IEEE Trans. Electron Devices , vol.47 , pp. 464-472
    • Diorio, C.1
  • 95
    • 44349136409 scopus 로고    scopus 로고
    • Minimizing the effect of process mismatch in a neuromorphic system using spike-timing-dependent adaptation
    • DOI 10.1109/TNN.2007.914192
    • Cameron K, Murray A (2008) Minimizing the effect of process mismatch in a neuromorphic system using spike-timing-dependent adaptation. IEEE Trans Neural Netw 19:899-913. (Pubitemid 351728824)
    • (2008) IEEE Transactions on Neural Networks , vol.19 , Issue.5 , pp. 899-913
    • Cameron, K.1    Murray, A.2
  • 96
    • 33847289683 scopus 로고    scopus 로고
    • Thermodynamically equivalent silicon models of voltage-dependent ion channels
    • Hynna KM, Boahen K (2007) Thermodynamically equivalent silicon models of voltage-dependent ion channels. Neural Comput 19:327-350.
    • (2007) Neural Comput , vol.19 , pp. 327-350
    • Hynna, K.M.1    Boahen, K.2
  • 98
    • 83755202708 scopus 로고    scopus 로고
    • Dynamic programming networks for large-scale 3D chip integration
    • Mak T, et al. (2011) Dynamic programming networks for large-scale 3D chip integration. IEEE Circuits and Systems Magazine 11:51-62.
    • (2011) IEEE Circuits and Systems Magazine , vol.11 , pp. 51-62
    • Mak, T.1
  • 99
    • 35948993879 scopus 로고    scopus 로고
    • Neurotech for neuroscience: Unifying concepts, organizing principles, and emerging tools
    • DOI 10.1523/JNEUROSCI.3575-07.2007
    • Silver R, Boahen K, Grillner S, Kopell N, Olsen KL (2007) Neurotech for neuroscience: unifying concepts, organizing principles, and emerging tools. J Neurosci 27:11807-11819. (Pubitemid 350072090)
    • (2007) Journal of Neuroscience , vol.27 , Issue.44 , pp. 11807-11819
    • Silver, R.1    Boahen, K.2    Grillner, S.3    Kopell, N.4    Olsen, K.L.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.