메뉴 건너뛰기




Volumn 9, Issue 2, 2014, Pages

Tunable low energy, compact and high performance neuromorphic circuit for spike-based synaptic plasticity

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY; ARTICLE; COMPARATIVE STUDY; COMPUTER MODEL; ENERGY CONSUMPTION; EQUIPMENT DESIGN; INFORMATION PROCESSING; MATHEMATICAL COMPUTING; MONTE CARLO METHOD; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NEUROMORPHIC CIRCUIT; SEMICONDUCTOR;

EID: 84895835403     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0088326     Document Type: Article
Times cited : (22)

References (52)
  • 1
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • Hodgkin AL, Huxley AF (1952) A quantitative description of membrane current and its application to conduction and excitation in nerve. The Journal of Physiology 117: 500-544.
    • (1952) The Journal of Physiology , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 2
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Izhikevich EM (2004) Which model to use for cortical spiking neurons? IEEE Transactions on Neural Networks 15: 1063-1070.
    • (2004) IEEE Transactions on Neural Networks , vol.15 , pp. 1063-1070
    • Izhikevich, E.M.1
  • 5
    • 80355135521 scopus 로고    scopus 로고
    • Rate and pulse based plasticity governed by local synaptic state variables
    • art. no.
    • Mayr C, Partzsch J (2010) Rate and pulse based plasticity governed by local synaptic state variables. Frontiers in Synaptic Neuroscience 2, art. no.33.
    • (2010) Frontiers in Synaptic Neuroscience , vol.2 , pp. 33
    • Mayr, C.1    Partzsch, J.2
  • 6
    • 0036201201 scopus 로고    scopus 로고
    • Short-term synaptic plasticity
    • DOI 10.1146/annurev.physiol.64.092501.114547
    • Zucker RS, Regehr WG (2002) Short-term synaptic plasticity. Annual review of physiology 64: 355-405. (Pubitemid 34259234)
    • (2002) Annual Review of Physiology , vol.64 , pp. 355-405
    • Zucker, R.S.1    Regehr, W.G.2
  • 7
  • 8
    • 84865738589 scopus 로고    scopus 로고
    • Vlsi circuits implementing computational models of neocortical circuits
    • Wijekoon JH, Dudek P (2012) Vlsi circuits implementing computational models of neocortical circuits. Journal of Neuroscience Methods 210: 93-109.
    • (2012) Journal of Neuroscience Methods , vol.210 , pp. 93-109
    • Wijekoon, J.H.1    Dudek, P.2
  • 10
    • 33748898872 scopus 로고    scopus 로고
    • Triplets of spikes in a model of spike timing-dependent plasticity
    • DOI 10.1523/JNEUROSCI.1425-06.2006
    • Pfister J, Gerstner W (2006) Triplets of spikes in a model of spike timing-dependent plasticity. The Journal of Neuroscience 26: 9673-9682. (Pubitemid 44427706)
    • (2006) Journal of Neuroscience , vol.26 , Issue.38 , pp. 9673-9682
    • Pfister, J.-P.1    Gerstner, W.2
  • 11
    • 0032535029 scopus 로고    scopus 로고
    • Synaptic modifications in cultured hippocampal neurons: Dependence on spike timing, synaptic strength, and postsynaptic cell type
    • Bi G, Poo M (1998) Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength, and postsynaptic cell type. The Journal of Neuroscience 18: 10464-10472. (Pubitemid 29016566)
    • (1998) Journal of Neuroscience , vol.18 , Issue.24 , pp. 10464-10472
    • Bi, G.-Q.1    Poo, M.-M.2
  • 12
    • 84855971761 scopus 로고    scopus 로고
    • Spike timing-dependent plasticity as the origin of the formation of clustered synaptic effcacy engrams
    • art. no.
    • Iannella N, Launey T, Tanaka S (2010) Spike timing-dependent plasticity as the origin of the formation of clustered synaptic effcacy engrams. Frontiers in Computational Neuroscience 4, art. no.20.
    • (2010) Frontiers in Computational Neuroscience , vol.4 , pp. 20
    • Iannella, N.1    Launey, T.2    Tanaka, S.3
  • 13
    • 0037187567 scopus 로고    scopus 로고
    • Spike-timing-dependent synaptic modification induced by natural spike trains
    • DOI 10.1038/416433a
    • Froemke R, Dan Y (2002) Spike-timing-dependent synaptic modification induced by natural spike trains. Nature 416: 433-438. (Pubitemid 34272878)
    • (2002) Nature , vol.416 , Issue.6879 , pp. 433-438
    • Froemke, R.C.1    Dan, Y.2
  • 14
    • 13244291586 scopus 로고    scopus 로고
    • Coactivation and timing-dependent integration of synaptic potentiation and depression
    • DOI 10.1038/nn1387
    • Wang H, Gerkin R, Nauen D, Bi G (2005) Coactivation and timing-dependent integration of synaptic potentiation and depression. Nature Neuroscience 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
  • 15
    • 4644246168 scopus 로고    scopus 로고
    • Synchrony detection and amplification by silicon neurons with STDP synapses
    • Bofill-I-Petit A, Murray A (2004) Synchrony detection and amplification by silicon neurons with STDP synapses. IEEE Transaction on Neural Networks 15: 1296-1304.
    • (2004) IEEE Transaction on Neural Networks , vol.15 , pp. 1296-1304
    • Bofill-I-Petit, A.1    Murray, A.2
  • 16
    • 33244465845 scopus 로고    scopus 로고
    • A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity
    • DOI 10.1109/TNN.2005.860850
    • Indiveri G, Chicca E, Douglas R (2006) A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Transactions on Neural Networks 17: 211-221. (Pubitemid 43272460)
    • (2006) IEEE Transactions on Neural Networks , vol.17 , Issue.1 , pp. 211-221
    • Indiveri, G.1    Chicca, E.2    Douglas, R.3
  • 17
    • 84880835986 scopus 로고    scopus 로고
    • A neuromorphic VLSI design for spike timing and rate based synaptic plasticity
    • Azghadi MR, Al-Sarawi S, Abbott D, Iannella N (2013) A neuromorphic VLSI design for spike timing and rate based synaptic plasticity. Neural Networks 45: 70-82.
    • (2013) Neural Networks , vol.45 , pp. 70-82
    • Azghadi, M.R.1    Al-Sarawi, S.2    Abbott, D.3    Iannella, N.4
  • 18
    • 0035924588 scopus 로고    scopus 로고
    • Rate, timing, and cooperativity jointly determine cortical synaptic plasticity
    • DOI 10.1016/S0896-6273(01)00542-6
    • Sjöström P, Turrigiano G, Nelson S (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
  • 19
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-timing-dependent synaptic plasticity
    • Song S, Miller K, Abbott L (2000) Competitive Hebbian learning through spike-timing-dependent synaptic plasticity. Nature Neuroscience 3: 919-926.
    • (2000) Nature Neuroscience , vol.3 , pp. 919-926
    • Song, S.1    Miller, K.2    Abbott, L.3
  • 20
    • 33745488846 scopus 로고    scopus 로고
    • Synaptic efficacy cluster formation across the dendrite via STDP
    • DOI 10.1016/j.neulet.2006.03.079, PII S0304394006003375
    • Iannella N, Tanaka S (2006) Synaptic effcacy cluster formation across the dendrite via STDP. Neuroscience Letters 403: 24-29. (Pubitemid 43963230)
    • (2006) Neuroscience Letters , vol.403 , Issue.1-2 , pp. 24-29
    • Iannella, N.1    Tanaka, S.2
  • 21
    • 28244442433 scopus 로고    scopus 로고
    • Spike timing dependent plasticity (STDP) can ameliorate process variations in neuromorphic VLSI
    • DOI 10.1109/TNN.2005.852238
    • Cameron K, Boonsobhak V, Murray A, Renshaw D (2005) Spike timing dependent plasticity (STDP) can ameliorate process variations in neuromorphic VLSI. IEEE Transactions on Neural Networks 16: 1626-1637. (Pubitemid 41709658)
    • (2005) IEEE Transactions on Neural Networks , vol.16 , Issue.6 , pp. 1626-1637
    • Cameron, K.1    Boonsobhak, V.2    Murray, A.3    Renshaw, D.4
  • 26
    • 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. Proceedings of the National Academy of Sciences 89: 4363-4367.
    • (1992) Proceedings of the National Academy of Sciences , vol.89 , pp. 4363-4367
    • Dudek, S.M.1    Bear, M.F.2
  • 27
    • 0032823363 scopus 로고    scopus 로고
    • Priming-induced shift in synaptic plasticity in the rat hippocampus
    • Wang H, Wagner JJ (1999) Priming-induced shift in synaptic plasticity in the rat hippocampus. Journal of Neurophysiology 82: 2024-2028. (Pubitemid 29471294)
    • (1999) Journal of Neurophysiology , vol.82 , Issue.4 , pp. 2024-2028
    • Wang, H.1    Wagner, J.J.2
  • 28
    • 0020074887 scopus 로고
    • Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
    • Bienenstock E, Cooper L, Munro P (1982) Theory for the development of neuron selectivity: orientation specificity and binocular interaction in visual cortex. The Journal of Neuroscience 2: 32.
    • (1982) The Journal of Neuroscience , vol.2 , pp. 32
    • Bienenstock, E.1    Cooper, L.2    Munro, P.3
  • 30
    • 40649092872 scopus 로고    scopus 로고
    • Implementing synaptic plasticity in a VLSI spiking neural network model. The 2006 International Joint Conference on Neural Networks
    • Schemmel J, Grubl A, Meier K, Mueller E (2006) Implementing synaptic plasticity in a VLSI spiking neural network model. In: The 2006 International Joint Conference on Neural Networks. 1-6.
    • (2006) , pp. 1-6
    • Schemmel, J.1    Grubl, A.2    Meier, K.3    Mueller, E.4
  • 33
    • 33645986138 scopus 로고    scopus 로고
    • Contribution of individual spikes in burstinduced long-term synaptic modification
    • Froemke R, Tsay I, Raad M, Long J, Dan Y (2006) Contribution of individual spikes in burstinduced long-term synaptic modification. Journal of neurophysiology 95: 1620-1629.
    • (2006) Journal of Neurophysiology , vol.95 , pp. 1620-1629
    • Froemke, R.1    Tsay, I.2    Raad, M.3    Long, J.4    Dan, Y.5
  • 34
    • 0029941251 scopus 로고    scopus 로고
    • Experience-dependent modification of synaptic plasticity in visual cortex
    • DOI 10.1038/381526a0
    • Kirkwood A, Rioult M, Bear M (1996) Experience-dependent modification of synaptic plasticity in visual cortex. Nature 381: 526-528. (Pubitemid 26170931)
    • (1996) Nature , vol.381 , Issue.6582 , pp. 526-528
    • Kirkwood, A.1    Rioult, M.G.2    Bear, M.F.3
  • 36
    • 60149108117 scopus 로고    scopus 로고
    • Real-time classification of complex patterns using spike-based learning in neuromorphic VLSI
    • Mitra S, Fusi S, Indiveri G (2009) Real-time classification of complex patterns using spike-based learning in neuromorphic VLSI. IEEE Transactions on Biomedical Circuits and Systems, 3: 32-42.
    • (2009) IEEE Transactions on Biomedical Circuits and Systems , vol.3 , pp. 32-42
    • Mitra, S.1    Fusi, S.2    Indiveri, G.3
  • 40
    • 83755165579 scopus 로고    scopus 로고
    • Neuromorphic silicon neurons and large-scale neural networks: Challenges and opportunities
    • art. no.
    • Poon C, Zhou K (2011) Neuromorphic silicon neurons and large-scale neural networks: challenges and opportunities. Frontiers in Neuroscience 5, art. no.108.
    • (2011) Frontiers in Neuroscience , vol.5 , pp. 108
    • Poon, C.1    Zhou, K.2
  • 42
    • 84861592509 scopus 로고    scopus 로고
    • Silicon synapses self-correct for both mismatch and design inhomogeneities
    • Bamford SA, Murray AF, Willshaw DJ (2012) Silicon synapses self-correct for both mismatch and design inhomogeneities. Electronics Letters 48: 360-361.
    • (2012) Electronics Letters , vol.48 , pp. 360-361
    • Bamford, S.A.1    Murray, A.F.2    Willshaw, D.J.3
  • 45
    • 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 Journal 2: 156-166.
    • (2008) HFSP Journal , vol.2 , pp. 156-166
    • Rachmuth, G.1    Poon, C.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.