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Volumn 19, Issue 3, 2007, Pages 639-671

Optimality model of unsupervised spike-timing-dependent plasticity: Synaptic memory and weight distribution

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ANIMAL; ARTICLE; BIOLOGICAL MODEL; CYTOLOGY; NERVE CELL; NERVE CELL PLASTICITY; NONLINEAR SYSTEM; PHYSIOLOGY; REACTION TIME; STANDARD; STATISTICS; SYNAPSE; SYNAPTIC TRANSMISSION; TIME;

EID: 33847632899     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2007.19.3.639     Document Type: Article
Times cited : (38)

References (75)
  • 1
    • 28844460750 scopus 로고    scopus 로고
    • Synaptic plasticity with discrete state synapses
    • art. no. 031917 Part 1
    • Abarbanel, H., Talathi, S., Gibb, L., & Rabinovich, M. (2005). Synaptic plasticity with discrete state synapses. Physical Review E, 72, art. no. 031917 Part 1.
    • (2005) Physical Review E , vol.72
    • Abarbanel, H.1    Talathi, S.2    Gibb, L.3    Rabinovich, M.4
  • 2
    • 0036848631 scopus 로고    scopus 로고
    • Induction and experience-dependent consolidation of stable long-term potentiation lasting months in the hippocampus
    • Abraham, W., Logan, B., Greenwood, J., & Dragunow, M. (2002). Induction and experience-dependent consolidation of stable long-term potentiation lasting months in the hippocampus. J. Neuroscience, 22, 9626-9634.
    • (2002) J. Neuroscience , vol.22 , pp. 9626-9634
    • Abraham, W.1    Logan, B.2    Greenwood, J.3    Dragunow, M.4
  • 3
    • 0001101723 scopus 로고
    • Learning in neural networks with material synapses
    • Amit, D., & Fusi, S. (1994). Learning in neural networks with material synapses. Neural Computation, 6, 957-982.
    • (1994) Neural Computation , vol.6 , pp. 957-982
    • Amit, D.1    Fusi, S.2
  • 4
    • 0000547924 scopus 로고
    • Towards a theory of early visual processing
    • Atick, J., & Redlich, A. (1990). Towards a theory of early visual processing. Neural Computation, 4, 559-572.
    • (1990) Neural Computation , vol.4 , pp. 559-572
    • Atick, J.1    Redlich, A.2
  • 5
    • 0001098005 scopus 로고
    • Retinal noise and absolute threshold
    • Barlow, H. (1956). Retinal noise and absolute threshold. J. Opt. Soc. Am., 46, 634-639.
    • (1956) J. Opt. Soc. Am , vol.46 , pp. 634-639
    • Barlow, H.1
  • 6
    • 0002014402 scopus 로고
    • Possible principles underlying the transformation of sensory messages
    • W. A. Rosenbluth Ed, Cambridge, MA: MIT Press
    • Barlow, H. B. (1961). Possible principles underlying the transformation of sensory messages. In W. A. Rosenbluth (Ed.), Sensory communication (pp. 217-234). Cambridge, MA: MIT Press.
    • (1961) Sensory communication , pp. 217-234
    • Barlow, H.B.1
  • 7
    • 84898957456 scopus 로고    scopus 로고
    • Maximising sensitivity in a spiking network
    • L. K. Saul, Y. Weiss, & L. Bottou Eds, Cambridge, MA: MIT Press
    • Bell, A. J., & Parra, L. C. (2005). Maximising sensitivity in a spiking network. In L. K. Saul, Y. Weiss, & L. Bottou (Eds.), Advances in neural information processing systems, 17 (pp. 121-128). Cambridge, MA: MIT Press.
    • (2005) Advances in neural information processing systems , vol.17 , pp. 121-128
    • Bell, A.J.1    Parra, L.C.2
  • 8
    • 0029411030 scopus 로고
    • An information maximization approach to blind separation and blind deconvolution
    • Bell, A., & Sejnowski, T. (1995). An information maximization approach to blind separation and blind deconvolution. Neural Computation, 7, 1129-1159.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 9
    • 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
  • 10
    • 0034928712 scopus 로고    scopus 로고
    • Synaptic modification of correlated activity: Hebb's postulate revisited
    • Bi, G., & Poo, M. (2001). Synaptic modification of correlated activity: Hebb's postulate revisited. Ann. Rev. Neurosci., 24, 139-166.
    • (2001) Ann. Rev. Neurosci , vol.24 , pp. 139-166
    • Bi, G.1    Poo, M.2
  • 11
    • 0020074887 scopus 로고
    • Theory of the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
    • Bienenstock, E., Cooper, L., & Munroe, P. (1982). Theory of the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex. Journal of Neuroscience, 2, 32-48.
    • (1982) Journal of Neuroscience , vol.2 , pp. 32-48
    • Bienenstock, E.1    Cooper, L.2    Munroe, P.3
  • 12
    • 0027476024 scopus 로고
    • A synaptic model of memory: Long-term potentiation in the hippocampus
    • Bliss, T. V. P., & Collingridge, G. L. (1993). A synaptic model of memory: Long-term potentiation in the hippocampus. Nature, 361, 31-39.
    • (1993) Nature , vol.361 , pp. 31-39
    • Bliss, T.V.P.1    Collingridge, G.L.2
  • 13
    • 0015799240 scopus 로고
    • Long-lasting potentation of synaptic transmission in the dendate area of anaesthetized rabbit following stimulation of the perforant path
    • Bliss, T., & Lomo, T. (1973). Long-lasting potentation of synaptic transmission in the dendate area of anaesthetized rabbit following stimulation of the perforant path. J. Physiol., 232, 351-356.
    • (1973) J. Physiol , vol.232 , pp. 351-356
    • Bliss, T.1    Lomo, T.2
  • 14
    • 84898973877 scopus 로고    scopus 로고
    • Reducing spike train variability: A computational theory of spike-timing dependent plasticity
    • L. K. Saul, Y. Weiss, & L. Bottou Eds, Cambridge, MA: MIT Press
    • Bohte, S. M., & Mozer, M. C. (2005). Reducing spike train variability: A computational theory of spike-timing dependent plasticity. In L. K. Saul, Y. Weiss, & L. Bottou (Eds.), Advances in neural information processing systems, 17 (pp. 201-208). Cambridge, MA: MIT Press.
    • (2005) Advances in neural information processing systems , vol.17 , pp. 201-208
    • Bohte, S.M.1    Mozer, M.C.2
  • 16
    • 0026482814 scopus 로고
    • The analysis of visual motion: A comparison of neuronal and psychophysical performance
    • Britten, K., Shadlen, M., Newsome, W., & Movshon, J. (1992). The analysis of visual motion: A comparison of neuronal and psychophysical performance. J. Neuroscience, 12, 4745-4765.
    • (1992) J. Neuroscience , vol.12 , pp. 4745-4765
    • Britten, K.1    Shadlen, M.2    Newsome, W.3    Movshon, J.4
  • 17
    • 4444234075 scopus 로고    scopus 로고
    • Optimal information storage and the distribution of synaptic weights: Perceptron versus Purkinje cell
    • Brunel, N., Hakim, V., Isope, P., Nadal, J.-P., & Barbour, B. (2004). Optimal information storage and the distribution of synaptic weights: Perceptron versus Purkinje cell. Neuron, 43, 745-757.
    • (2004) Neuron , vol.43 , pp. 745-757
    • Brunel, N.1    Hakim, V.2    Isope, P.3    Nadal, J.-P.4    Barbour, B.5
  • 19
    • 0037822252 scopus 로고    scopus 로고
    • Spike-timing-dependent plasticity and relevant mututal information maximization
    • Chechik, G. (2003). Spike-timing-dependent plasticity and relevant mututal information maximization. Neural computation, 15, 1481-1510.
    • (2003) Neural computation , vol.15 , pp. 1481-1510
    • Chechik, G.1
  • 23
    • 0029110896 scopus 로고
    • Reliability and statistical efficiency of a blowfly movement-sensitive neuron
    • de Ruyter van Steveninck, R. R., & Bialek, W. (1995). Reliability and statistical efficiency of a blowfly movement-sensitive neuron. Phil. Trans. R. Soc. Lond. Ser. B, 345, 321-340.
    • (1995) Phil. Trans. R. Soc. Lond. Ser. B , vol.345 , pp. 321-340
    • de Ruyter van Steveninck, R.R.1    Bialek, W.2
  • 24
    • 0026579349 scopus 로고
    • Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade
    • Dudek, S. M., & Bear, M. F. (1992). Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. Proc. Natl. Acad. Sci. USA, 89, 4363-4367.
    • (1992) Proc. Natl. Acad. Sci. USA , vol.89 , pp. 4363-4367
    • Dudek, S.M.1    Bear, M.F.2
  • 25
    • 0029295245 scopus 로고
    • Models of orientation and ocular dominance columns in the visual cortex: A critical comparison
    • Erwin, E., Obermayer, K., & Schulten, K. (1995). Models of orientation and ocular dominance columns in the visual cortex: A critical comparison. Neural Comput., 7, 425-468.
    • (1995) Neural Comput , vol.7 , pp. 425-468
    • Erwin, E.1    Obermayer, K.2    Schulten, K.3
  • 26
    • 10444239286 scopus 로고    scopus 로고
    • Competition for memory: Hippocampal LTP under the regimes of reduced protein synthesis
    • Fonseca, R., Nägerl, U., Morris, R., & Bonhoeffer, T. (2004). Competition for memory: Hippocampal LTP under the regimes of reduced protein synthesis. Neuron, 44, 1011-1020.
    • (2004) Neuron , vol.44 , pp. 1011-1020
    • Fonseca, R.1    Nägerl, U.2    Morris, R.3    Bonhoeffer, T.4
  • 27
    • 0031024891 scopus 로고    scopus 로고
    • Synaptic tagging and long-term potentiation
    • Frey, U., & Morris, R. (1997). Synaptic tagging and long-term potentiation. Nature, 355, 533-536.
    • (1997) Nature , vol.355 , pp. 533-536
    • Frey, U.1    Morris, R.2
  • 28
    • 15044340596 scopus 로고    scopus 로고
    • Spike-timing-dependent synaptic plasticity depends on dendritic location
    • Froemke, R. C., Poo, M.-M., & Dan, Y. (2005). Spike-timing-dependent synaptic plasticity depends on dendritic location. Nature, 434, 221-225.
    • (2005) Nature , vol.434 , pp. 221-225
    • Froemke, R.C.1    Poo, M.-M.2    Dan, Y.3
  • 29
    • 0040669525 scopus 로고    scopus 로고
    • Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates
    • Fusi, S. (2002). Hebbian spike-driven synaptic plasticity for learning patterns of mean firing rates. Biol. Cybem., 87, 459-470.
    • (2002) Biol. Cybem , vol.87 , pp. 459-470
    • Fusi, S.1
  • 30
    • 0034293117 scopus 로고    scopus 로고
    • Spike-driven synaptic plasticity: Theory, simulation, VLSI implementation
    • Fusi, S., Annunziato, M., Badoni, D., Salamon, A., & Amit, D. J. (2000). Spike-driven synaptic plasticity: Theory, simulation, VLSI implementation. Neural Computation, 12, 2227-2258.
    • (2000) Neural Computation , vol.12 , pp. 2227-2258
    • Fusi, S.1    Annunziato, M.2    Badoni, D.3    Salamon, A.4    Amit, D.J.5
  • 31
    • 13844266723 scopus 로고    scopus 로고
    • Cascade models of synaptically stored memories
    • Fusi, S., Drew, P., & Abbott, L. (2005). Cascade models of synaptically stored memories. Neuron, 45, 599-611.
    • (2005) Neuron , vol.45 , pp. 599-611
    • Fusi, S.1    Drew, P.2    Abbott, L.3
  • 32
    • 0029821128 scopus 로고    scopus 로고
    • A neuronal learning rule for sub-millisecond temporal coding
    • Gerstner, W., Kempter, R., van Hemmen, J. L., & Wagner, H. (1996). A neuronal learning rule for sub-millisecond temporal coding. Nature, 383, 76-78.
    • (1996) Nature , vol.383 , pp. 76-78
    • Gerstner, W.1    Kempter, R.2    van Hemmen, J.L.3    Wagner, H.4
  • 35
    • 0037868943 scopus 로고    scopus 로고
    • Learning input correlations through non-linear temporally asymmetry Hebbian plasticity
    • Gutig, R., Aharonov, R., Rotter, S., & Sompolinsky, H. (2003). Learning input correlations through non-linear temporally asymmetry Hebbian plasticity. J. Neuroscience, 23, 3697-3714.
    • (2003) J. Neuroscience , vol.23 , pp. 3697-3714
    • Gutig, R.1    Aharonov, R.2    Rotter, S.3    Sompolinsky, H.4
  • 38
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • Hubel, D. H., & Wiesel, T. N. (1962). Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J. Physiol. (London), 160, 106-154.
    • (1962) J. Physiol. (London) , vol.160 , pp. 106-154
    • Hubel, D.H.1    Wiesel, T.N.2
  • 39
    • 0029963657 scopus 로고    scopus 로고
    • Synaptic activity and the construction of cortical circuits
    • Katz, L. C., & Shatz, C. J. (1996). Synaptic activity and the construction of cortical circuits. Science, 274, 1133-1138.
    • (1996) Science , vol.274 , pp. 1133-1138
    • Katz, L.C.1    Shatz, C.J.2
  • 41
  • 42
    • 0035653423 scopus 로고    scopus 로고
    • Intrinsic stabilization of output rates by spike-based Hebbian learning
    • Kempter, R., Gerstner, W., & van Hemmen, J. L. (2001). Intrinsic stabilization of output rates by spike-based Hebbian learning. Neural Computation, 13, 2709-2741.
    • (2001) Neural Computation , vol.13 , pp. 2709-2741
    • Kempter, R.1    Gerstner, W.2    van Hemmen, J.L.3
  • 43
    • 0037547169 scopus 로고    scopus 로고
    • Silent synapses: What are they telling us about long-term potentiation?
    • Kullmann, D. M. (2003). Silent synapses: What are they telling us about long-term potentiation? Phil. Trans. R. Soc. Lond. B: Biological Sciences, 358, 727-733.
    • (2003) Phil. Trans. R. Soc. Lond. B: Biological Sciences , vol.358 , pp. 727-733
    • Kullmann, D.M.1
  • 44
    • 0019620028 scopus 로고
    • A simple coding procedure enhances a neuron's information capacity
    • Laughlin, S. (1981). A simple coding procedure enhances a neuron's information capacity. Z. Naturforschung, 36, 910-912.
    • (1981) Z. Naturforschung , vol.36 , pp. 910-912
    • Laughlin, S.1
  • 46
    • 0036616840 scopus 로고    scopus 로고
    • Energy-efficient neuronal computation via quantal synaptic failures
    • Levy, W., & Baxter, R. (2002). Energy-efficient neuronal computation via quantal synaptic failures. J. Neuroscience, 22, 4746-4755.
    • (2002) J. Neuroscience , vol.22 , pp. 4746-4755
    • Levy, W.1    Baxter, R.2
  • 47
    • 0003346575 scopus 로고
    • From basic network principles to neural architecture: Emergence of spatial-opponent cells
    • Linsker, R. (1986). From basic network principles to neural architecture: Emergence of spatial-opponent cells. Proc. Natl. Acad. Sci. USA, 83, 7508-7512.
    • (1986) Proc. Natl. Acad. Sci. USA , vol.83 , pp. 7508-7512
    • Linsker, R.1
  • 48
    • 0000353243 scopus 로고
    • How to generate ordered maps by maximizing the mutual information between input and output signals
    • Linsker, R. (1989). How to generate ordered maps by maximizing the mutual information between input and output signals. Neural Computation, 1(3), 402-411.
    • (1989) Neural Computation , vol.1 , Issue.3 , pp. 402-411
    • Linsker, R.1
  • 49
    • 0024341227 scopus 로고
    • A mechanism for Hebb and anti-Hebb processes underlying learning and memory
    • Lisman, J. (1989). A mechanism for Hebb and anti-Hebb processes underlying learning and memory. Proc. Natl. Acad. Sci. USA, 86, 9574-9578.
    • (1989) Proc. Natl. Acad. Sci. USA , vol.86 , pp. 9574-9578
    • Lisman, J.1
  • 50
    • 0038561173 scopus 로고    scopus 로고
    • Long-term potentiation: Outstanding questions and attempted synthesis
    • Lisman, J. (2003). Long-term potentiation: Outstanding questions and attempted synthesis. Phil. Trans. R. Soc. Lond B: Biological Sciences, 358, 829-842.
    • (2003) Phil. Trans. R. Soc. Lond B: Biological Sciences , vol.358 , pp. 829-842
    • Lisman, J.1
  • 51
    • 0024280879 scopus 로고
    • Postsynaptic calcium is sufficient for potentiation of hippocampal synaptic transmission
    • Malenka, R. C., Kauer, J., Zucker, R., & Nicoll, R. A. (1988). Postsynaptic calcium is sufficient for potentiation of hippocampal synaptic transmission. Science, 242, 81-84.
    • (1988) Science , vol.242 , pp. 81-84
    • Malenka, R.C.1    Kauer, J.2    Zucker, R.3    Nicoll, R.A.4
  • 52
    • 33847648691 scopus 로고
    • NMDA-receptor-dependent plasticity: Multiple forms and mechanisms
    • Malenka, R. C., & Nicoll, R. A. (1993). NMDA-receptor-dependent plasticity: Multiple forms and mechanisms. Trends Neurosci., 16, 480-487.
    • (1993) Trends Neurosci , vol.16 , pp. 480-487
    • Malenka, R.C.1    Nicoll, R.A.2
  • 53
    • 0031012615 scopus 로고    scopus 로고
    • Regulation of synaptic efficacy by coincidence of postysnaptic AP and EPSP
    • Markram, H., Lübke, J. L, Frotscher, M., & Sakmann, B. (1997). Regulation of synaptic efficacy by coincidence of postysnaptic AP and EPSP. Science, 275, 213-215.
    • (1997) Science , vol.275 , pp. 213-215
    • Markram, H.1    Lübke, J.L.2    Frotscher, M.3    Sakmann, B.4
  • 55
    • 0024401053 scopus 로고
    • Ocular dominance column development: Analysis and simulation
    • Miller, K., Keller, J. B., & Stryker, M. P. (1989). Ocular dominance column development: Analysis and simulation. Science, 245, 605-615.
    • (1989) Science , vol.245 , pp. 605-615
    • Miller, K.1    Keller, J.B.2    Stryker, M.P.3
  • 56
    • 0002727735 scopus 로고
    • The role of constraints in Hebbian learning
    • Miller, K. D., & MacKay, D. J. C. (1994). The role of constraints in Hebbian learning. Neural Computation, 6, 100-126.
    • (1994) Neural Computation , vol.6 , pp. 100-126
    • Miller, K.D.1    MacKay, D.J.C.2
  • 57
    • 0020464111 scopus 로고
    • A simplified neuron model as a principal component analyzer
    • Oja, E. (1982). A simplified neuron model as a principal component analyzer. J. Mathematical Biology, 15, 267-273.
    • (1982) J. Mathematical Biology , vol.15 , pp. 267-273
    • Oja, E.1
  • 59
    • 33646801243 scopus 로고    scopus 로고
    • Optimal spike-timing dependent plasticity for precise action potential firing in supervised learning
    • Pfister, J.-P., Toyoizumi, T., Barber, D., & Gerstner, W. (2006). Optimal spike-timing dependent plasticity for precise action potential firing in supervised learning. Neural Computation, 18, 1309-1339.
    • (2006) Neural Computation , vol.18 , pp. 1309-1339
    • Pfister, J.-P.1    Toyoizumi, T.2    Barber, D.3    Gerstner, W.4
  • 60
    • 18044404268 scopus 로고    scopus 로고
    • Equilibrium properties of temporally asymmetric Hebbian plasticity
    • Rubin, J., Lee, D. D., & Sompolinsky, H. (2001). Equilibrium properties of temporally asymmetric Hebbian plasticity. Physical Review Letters, 86, 364-367.
    • (2001) Physical Review Letters , vol.86 , pp. 364-367
    • Rubin, J.1    Lee, D.D.2    Sompolinsky, H.3
  • 61
    • 0030896968 scopus 로고    scopus 로고
    • A neural substrate for prediction and reward
    • Schultz, W., Dayan, P., & Montague, R. (1997). A neural substrate for prediction and reward. Science, 275, 1593-1599.
    • (1997) Science , vol.275 , pp. 1593-1599
    • Schultz, W.1    Dayan, P.2    Montague, R.3
  • 62
    • 0035221593 scopus 로고    scopus 로고
    • An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing
    • Senn, W., Tsodyks, M., & Markram, H. (2001). An algorithm for modifying neurotransmitter release probability based on pre- and postsynaptic spike timing. Neural Computation, 13, 35-67.
    • (2001) Neural Computation , vol.13 , pp. 35-67
    • Senn, W.1    Tsodyks, M.2    Markram, H.3
  • 63
    • 0347362917 scopus 로고    scopus 로고
    • Learning in spiking neural networks by reinforcement of stochastic synaptic transmission
    • Seung, H. (2003). Learning in spiking neural networks by reinforcement of stochastic synaptic transmission. Neuron, 40, 1063-1073.
    • (2003) Neuron , vol.40 , pp. 1063-1073
    • Seung, H.1
  • 64
    • 0035924588 scopus 로고    scopus 로고
    • Rate, timing, and cooperativity jointly determine cortical synaptic plasticity
    • Sjöström, P., Turrigiano, G., & Nelson, S. (2001). Rate, timing, and cooperativity jointly determine cortical synaptic plasticity. Neuron, 32, 1149-1164.
    • (2001) Neuron , vol.32 , pp. 1149-1164
    • Sjöström, P.1    Turrigiano, G.2    Nelson, S.3
  • 65
    • 5344242750 scopus 로고    scopus 로고
    • Endocannabinoid-dependent neocortical layer-5 LTD in the absence of postsynaptic spiking
    • Sjöström, P., Turrigiano, G., & Nelson, S. (2004). Endocannabinoid-dependent neocortical layer-5 LTD in the absence of postsynaptic spiking. J. Neurophysiol, 92, 3338-3343.
    • (2004) J. Neurophysiol , vol.92 , pp. 3338-3343
    • Sjöström, P.1    Turrigiano, G.2    Nelson, S.3
  • 66
    • 0035950280 scopus 로고    scopus 로고
    • Column and map development and cortical re-mapping through spike-timing dependent plasticity
    • Song, S., & Abbott, L. (2001). Column and map development and cortical re-mapping through spike-timing dependent plasticity. Neuron, 32, 339-350.
    • (2001) Neuron , vol.32 , pp. 339-350
    • Song, S.1    Abbott, L.2
  • 67
    • 0033860923 scopus 로고    scopus 로고
    • Competitive Hebbian learning through spike-time-dependent synaptic plasticity
    • Song, S., Miller, K., & Abbott, L. (2000). Competitive Hebbian learning through spike-time-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
  • 68
    • 17044416469 scopus 로고    scopus 로고
    • Generalized Bienenstock-Cooper-Munro rule for spiking neurons that maximizes information transmission
    • Toyoizumi, T., Pfister, J.-P, Aihara, K., & Gerstner, W. (2005a). Generalized Bienenstock-Cooper-Munro rule for spiking neurons that maximizes information transmission. Proc. National Academy Sciences (USA), 102, 5239-5244.
    • (2005) Proc. National Academy Sciences (USA) , vol.102 , pp. 5239-5244
    • Toyoizumi, T.1    Pfister, J.-P.2    Aihara, K.3    Gerstner, W.4
  • 69
    • 84898963738 scopus 로고    scopus 로고
    • Spike-timing dependent plasticity and mutual information maximization for a spiking neuron model
    • L. K. Saul, Y. Weiss, & L. Bottou Eds, Cambridge, MA: MIT Press
    • Toyoizumi, T., Pfister, J.-P., Aihara, K., & Gerstner, W. (2005b). Spike-timing dependent plasticity and mutual information maximization for a spiking neuron model. In L. K. Saul, Y. Weiss, & L. Bottou (Eds.), Advances in neural information processing systems, 17 (pp. 1409-1416). Cambridge, MA: MIT Press.
    • (2005) Advances in neural information processing systems , vol.17 , pp. 1409-1416
    • Toyoizumi, T.1    Pfister, J.-P.2    Aihara, K.3    Gerstner, W.4
  • 70
    • 0742323527 scopus 로고    scopus 로고
    • Homeostatic plasticity in the developing nervous system
    • Turrigiano, G., & Nelson, S. (2004). Homeostatic plasticity in the developing nervous system. Nature. Reviews Neuroscience, 5, 97-107.
    • (2004) Nature. Reviews Neuroscience , vol.5 , pp. 97-107
    • Turrigiano, G.1    Nelson, S.2
  • 71
    • 0034551719 scopus 로고    scopus 로고
    • Stable Hebbian learning from spike timing-dependent plasticity
    • van Rossum, M. C. W., Bi, G. Q., & Turrigiano, G. G. (2000). Stable Hebbian learning from spike timing-dependent plasticity. J. Neuroscience, 20, 8812-8821.
    • (2000) J. Neuroscience , vol.20 , pp. 8812-8821
    • van Rossum, M.C.W.1    Bi, G.Q.2    Turrigiano, G.G.3
  • 72
    • 0015749493 scopus 로고
    • Self-organization of orientation selective cells in the striate cortex
    • von der Malsburg, C. (1973). Self-organization of orientation selective cells in the striate cortex. Kybernetik, 14,85-100.
    • (1973) Kybernetik , vol.14 , pp. 85-100
    • von der Malsburg, C.1
  • 73
    • 7044264780 scopus 로고    scopus 로고
    • Synaptic homeostasis and input selectivity follow from a model of calcium dependent plasticity
    • Yeung, L. C., Shouval, H., Biais, B., & Cooper, L. (2004). Synaptic homeostasis and input selectivity follow from a model of calcium dependent plasticity. Proc. Nat. Acad. Sci. USA, 101, 14943-14948.
    • (2004) Proc. Nat. Acad. Sci. USA , vol.101 , pp. 14943-14948
    • Yeung, L.C.1    Shouval, H.2    Biais, B.3    Cooper, L.4
  • 74
    • 0032480332 scopus 로고    scopus 로고
    • A critical window for cooperation and competition among developing retinotectal synapses
    • Zhang, L., Tao, H., Holt, C., Harris, W. A., & Poo, M.-M. (1998). A critical window for cooperation and competition among developing retinotectal synapses. Nature, 395, 37-44.
    • (1998) Nature , vol.395 , pp. 37-44
    • Zhang, L.1    Tao, H.2    Holt, C.3    Harris, W.A.4    Poo, M.-M.5
  • 75
    • 0038275938 scopus 로고    scopus 로고
    • Reversal and stabilization of synaptic modifications in the developing visual system
    • Zhou, Q., Tao, H., & Poo, M. (2003). Reversal and stabilization of synaptic modifications in the developing visual system. Science, 300, 1953-1957.
    • (2003) Science , vol.300 , pp. 1953-1957
    • Zhou, Q.1    Tao, H.2    Poo, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.