메뉴 건너뛰기




Volumn 18, Issue 12, 2006, Pages 2959-2993

Event-driven simulation scheme for spiking neural networks using lookup tables to characterize neuronal dynamics

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; COMPUTER SIMULATION; NERVE CELL; NERVE CELL NETWORK; NERVE CELL PLASTICITY; NONLINEAR SYSTEM; PHYSIOLOGY;

EID: 33747045377     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2006.18.12.2959     Document Type: Article
Times cited : (107)

References (42)
  • 2
    • 0029557159 scopus 로고
    • The Hebbian paradigm reintegrated: Local reverberations as internal representations
    • Amit, D. J. (1995). The Hebbian paradigm reintegrated: Local reverberations as internal representations. Behavioural and Brain Sciences, 18, 617-657.
    • (1995) Behavioural and Brain Sciences , vol.18 , pp. 617-657
    • Amit, D.J.1
  • 3
    • 0030947941 scopus 로고    scopus 로고
    • Model of global spontaneous activity and local structured (learned) delay activity during delay periods in cerebral cortex
    • Amit, D. J., & Brunel, N. (1997a). Model of global spontaneous activity and local structured (learned) delay activity during delay periods in cerebral cortex. Cerebral Cortex, 7, 237-252.
    • (1997) Cerebral Cortex , vol.7 , pp. 237-252
    • Amit, D.J.1    Brunel, N.2
  • 4
    • 0000438415 scopus 로고    scopus 로고
    • Dynamics of a recurrent network of spiking neurons before and following learning
    • Amit, D. J., & Brunel, N. (1997b). Dynamics of a recurrent network of spiking neurons before and following learning. Network, 8, 373-404.
    • (1997) Network , vol.8 , pp. 373-404
    • Amit, D.J.1    Brunel, N.2
  • 5
    • 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. J. Neurosci., 18, 10464-10472.
    • (1998) J. Neurosci. , vol.18 , pp. 10464-10472
    • Bi, G.1    Poo, M.2
  • 8
    • 34648865430 scopus 로고
    • Morphological observations on the cerebellar cortex
    • Braitenberg, V., & Atwood, R. P. (1958). Morphological observations on the cerebellar cortex. J. Comp. Neurol., 109, 1-33.
    • (1958) J. Comp. Neurol. , vol.109 , pp. 1-33
    • Braitenberg, V.1    Atwood, R.P.2
  • 9
    • 0033210816 scopus 로고    scopus 로고
    • Fast global oscillations in networks of integrate-and-fire neurons with low firing rates
    • Brunel, N., & Hakim, V. (1999). Fast global oscillations in networks of integrate-and-fire neurons with low firing rates. Neural Computation, 11, 1621-1671.
    • (1999) Neural Computation , vol.11 , pp. 1621-1671
    • Brunel, N.1    Hakim, V.2
  • 14
    • 0032871941 scopus 로고    scopus 로고
    • SpikeNET: A simulator for modelling large networks of integrate and fire neurons
    • Delorme, A., Gautrais, J., van Rullen, R., & Thorpe, S. (1999). SpikeNET: A simulator for modelling large networks of integrate and fire neurons. Neurocomputing, 26-27, 989-996.
    • (1999) Neurocomputing , vol.26-27 , pp. 989-996
    • Delorme, A.1    Gautrais, J.2    Van Rullen, R.3    Thorpe, S.4
  • 15
    • 0346365195 scopus 로고    scopus 로고
    • SpikeNET: An event-driven simulation package for modelling large networks of spiking neurons
    • Delorme, A., & Thorpe, S. (2003). SpikeNET: An event-driven simulation package for modelling large networks of spiking neurons. Network: Computation in Neural Systems, 14, 613-627.
    • (2003) Network: Computation in Neural Systems , vol.14 , pp. 613-627
    • Delorme, A.1    Thorpe, S.2
  • 17
    • 0001219231 scopus 로고
    • Feature linking via synchronization among distributed assemblies: Simulations of results from cat visual cortex
    • Eckhorn, R., Reitböck, H. J., Arndt, M., & Dicke, D. (1990). Feature linking via synchronization among distributed assemblies: Simulations of results from cat visual cortex. Neural Computation, 2, 293-307.
    • (1990) Neural Computation , vol.2 , pp. 293-307
    • Eckhorn, R.1    Reitböck, H.J.2    Arndt, M.3    Dicke, D.4
  • 20
    • 0031571202 scopus 로고    scopus 로고
    • The NEURON simulation environment
    • Hines, M. L., & Carnevale, N. T. (1997). The NEURON simulation environment. Neural Computation, 9, 1179-1209.
    • (1997) Neural Computation , vol.9 , pp. 1179-1209
    • Hines, M.L.1    Carnevale, N.T.2
  • 21
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • Hodgkin, A. L., & Huxley, A. F. (1952). A quantitative description of membrane current and its application to conduction and excitation in nerve. Journal of Physiology, 117, 500-544.
    • (1952) Journal of Physiology , vol.117 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 22
    • 0023795593 scopus 로고
    • Muscarinic activation of ionic currents measured by a new whole-cell recording method
    • Horn, R., & Marty, A. (1988). Muscarinic activation of ionic currents measured by a new whole-cell recording method. Journal of General Physiology, 92, 145-159.
    • (1988) Journal of General Physiology , vol.92 , pp. 145-159
    • Horn, R.1    Marty, A.2
  • 24
    • 17044361819 scopus 로고    scopus 로고
    • Independent variable time-step integration of individual neurons for network simulations
    • Lytton, W. W., & Hines, M. L. (2005). Independent variable time-step integration of individual neurons for network simulations. Neural Computation, 17, 903-921.
    • (2005) Neural Computation , vol.17 , pp. 903-921
    • Lytton, W.W.1    Hines, M.L.2
  • 25
    • 0038454630 scopus 로고    scopus 로고
    • A discrete-event neural network simulator for general neuron models
    • Makino, T. (2003). A discrete-event neural network simulator for general neuron models. Neural Computing and Applications, 11, 210-223.
    • (2003) Neural Computing and Applications , vol.11 , pp. 210-223
    • Makino, T.1
  • 26
    • 0034296490 scopus 로고    scopus 로고
    • Efficient event-driven simulation of large networks of spiking neurons and dynamical synapses
    • Mattia, M., & Del Giudice, P. (2000). Efficient event-driven simulation of large networks of spiking neurons and dynamical synapses. Neural Computation, 12(10), 2305-2329.
    • (2000) Neural Computation , vol.12 , Issue.10 , pp. 2305-2329
    • Mattia, M.1    Del Giudice, P.2
  • 27
    • 0037904662 scopus 로고    scopus 로고
    • Shunting inhibition modulates neuronal gain during synaptic excitation
    • Mitchell, S. J., & Silver, R. A. (2003). Shunting inhibition modulates neuronal gain during synaptic excitation. Neuron, 38, 433-445.
    • (2003) Neuron , vol.38 , pp. 433-445
    • Mitchell, S.J.1    Silver, R.A.2
  • 28
    • 0030922803 scopus 로고    scopus 로고
    • Differences in synaptic GABA(A) receptor number underlie variation in GABA mini amplitude
    • Nusser, Z., Cull-Candy, S., & Farrant, M. (1997). Differences in synaptic GABA(A) receptor number underlie variation in GABA mini amplitude. Neuron, 19(3), 697-709.
    • (1997) Neuron , vol.19 , Issue.3 , pp. 697-709
    • Nusser, Z.1    Cull-Candy, S.2    Farrant, M.3
  • 29
    • 0037468832 scopus 로고    scopus 로고
    • Pyramidal neuron as two-layer neural network
    • Poirazi, P., Brannon, T., & Mel, B. W. (2003). Pyramidal neuron as two-layer neural network. Neuron, 37(6), 989-999.
    • (2003) Neuron , vol.37 , Issue.6 , pp. 989-999
    • Poirazi, P.1    Brannon, T.2    Mel, B.W.3
  • 30
    • 0035839003 scopus 로고    scopus 로고
    • Enforcement of temporal fidelity in pyramidal cells by somatic feed-forward inhibition
    • Pouille, F., & Scanziani, M. (2001). Enforcement of temporal fidelity in pyramidal cells by somatic feed-forward inhibition. Science, 293(5532), 1159-1163.
    • (2001) Science , vol.293 , Issue.5532 , pp. 1159-1163
    • Pouille, F.1    Scanziani, M.2
  • 31
    • 3042549938 scopus 로고    scopus 로고
    • Routing of spike series by dynamic circuits in the hippocampus
    • Pouille, F., & Scanziani, M. (2004). Routing of spike series by dynamic circuits in the hippocampus. Nature, 429(6993), 717-723.
    • (2004) Nature , vol.429 , Issue.6993 , pp. 717-723
    • Pouille, F.1    Scanziani, M.2
  • 33
    • 0025436383 scopus 로고
    • Skip lists: A probabilistic alternative to balanced trees
    • Pugh, W. (1990). Skip lists: A probabilistic alternative to balanced trees. Communications of the ACM, 33(6), 668-676.
    • (1990) Communications of the ACM , vol.33 , Issue.6 , pp. 668-676
    • Pugh, W.1
  • 34
    • 0038362687 scopus 로고    scopus 로고
    • Event-driven simulation of spiking neurons with stochastic dynamics
    • Reutimann, J., Giugliano, M., & Fusi, S. (2003). Event-driven simulation of spiking neurons with stochastic dynamics. Neural Computation, 15, 811-830.
    • (2003) Neural Computation , vol.15 , pp. 811-830
    • Reutimann, J.1    Giugliano, M.2    Fusi, S.3
  • 35
    • 0032055975 scopus 로고    scopus 로고
    • Spillover-mediated transmission at inhibitory synapses promoted by high affinity alpha6 subunit GABA(A) receptors and glomerular geometry
    • Rossi, D. J., & Hamann, M. (1998). Spillover-mediated transmission at inhibitory synapses promoted by high affinity alpha6 subunit GABA(A) receptors and glomerular geometry. Neuron, 20(4), 783-795.
    • (1998) Neuron , vol.20 , Issue.4 , pp. 783-795
    • Rossi, D.J.1    Hamann, M.2
  • 36
    • 0029964499 scopus 로고    scopus 로고
    • Deactivation and desensitization of non-NMDA receptors in patches and the time course of EPSCs in rat cerebellar granule cells
    • Silver, R. A., Colquhoun, D., Cull-Candy, S. C., & Edmonds, B. (1996). Deactivation and desensitization of non-NMDA receptors in patches and the time course of EPSCs in rat cerebellar granule cells. J. Physiol., 493(1), 167-173.
    • (1996) J. Physiol. , vol.493 , Issue.1 , pp. 167-173
    • Silver, R.A.1    Colquhoun, D.2    Cull-Candy, S.C.3    Edmonds, B.4
  • 37
    • 0030907923 scopus 로고    scopus 로고
    • Spontaneous subthreshold membrane potential fluctuations and action potential variability of rat corticostriatal and striatal neurons in vivo
    • Stern, E. A., Kincaid, A. E., & Wilson, C. J. (1997). Spontaneous subthreshold membrane potential fluctuations and action potential variability of rat corticostriatal and striatal neurons in vivo. J. Neurophysiol., 77, 1697-1715.
    • (1997) J. Neurophysiol. , vol.77 , pp. 1697-1715
    • Stern, E.A.1    Kincaid, A.E.2    Wilson, C.J.3
  • 38
    • 0029961996 scopus 로고    scopus 로고
    • Developmental changes of inhibitory synaptic currents in cerebellar granule neurons: Role of GABA(A) receptor alpha 6 subunit
    • Tia, S., Wang, J. F., Kotchabhakdi, N., & Vicini, S. (1996). Developmental changes of inhibitory synaptic currents in cerebellar granule neurons: Role of GABA(A) receptor alpha 6 subunit. J. Neurosci., 16(11), 3630-3640.
    • (1996) J. Neurosci. , vol.16 , Issue.11 , pp. 3630-3640
    • Tia, S.1    Wang, J.F.2    Kotchabhakdi, N.3    Vicini, S.4
  • 39
  • 40
    • 0029791918 scopus 로고    scopus 로고
    • Nature and precision of temporal coding in visual cortex: A metric-space analysis
    • Victor, J. D., & Purpura, K. P. (1996). Nature and precision of temporal coding in visual cortex: A metric-space analysis. J. Neurophysiol., 76, 1310-1326.
    • (1996) J. Neurophysiol. , vol.76 , pp. 1310-1326
    • Victor, J.D.1    Purpura, K.P.2
  • 41
    • 0001175897 scopus 로고    scopus 로고
    • Metric-space analysis of spike trains: Theory, algorithms and application
    • Victor, J. D., & Purpura, K. P. (1997). Metric-space analysis of spike trains: Theory, algorithms and application. Network: Computation in Neural Systems, 8, 127-164.
    • (1997) Network: Computation in Neural Systems , vol.8 , pp. 127-164
    • Victor, J.D.1    Purpura, K.P.2
  • 42
    • 0037907084 scopus 로고
    • Event-driven simulation of networks of spiking neurons
    • J. D. Cowan, G. Tesauro, & J. Alspector (Eds.). San Mateo, CA: Morgan Kaufmann
    • Watts, L. (1994). Event-driven simulation of networks of spiking neurons. In J. D. Cowan, G. Tesauro, & J. Alspector (Eds.), Advances in neural information processing systems, 6 (pp. 967-934). San Mateo, CA: Morgan Kaufmann.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 967-1934
    • Watts, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.