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Volumn 4, Issue 3-4, 2010, Pages 153-163

Effect of network topology on neuronal encoding based on spatiotemporal patterns of spikes

Author keywords

[No Author keywords available]

Indexed keywords

MAMMALIA;

EID: 79957893830     PISSN: 19552068     EISSN: 1955205X     Source Type: Journal    
DOI: 10.2976/1.3386761     Document Type: Article
Times cited : (14)

References (39)
  • 1
    • 0004153033 scopus 로고
    • Cambridge University Press, Cambridge
    • Abeles, M (1991). Corticonics, Cambridge University Press, Cambridge.
    • (1991) Corticonics
    • Abeles, M.1
  • 3
    • 0034784359 scopus 로고    scopus 로고
    • An energy budget for signalling in the grey matter of the brain
    • Attwell, D, and Laughlin, SB (2001). "An energy budget for signalling in the grey matter of the brain. " J. Cereb. Blood Flow Metab. 21, 1133-1145.
    • (2001) J. Cereb. Blood Flow Metab. , vol.21 , pp. 1133-1145
    • Attwell, D.1    Laughlin, S.B.2
  • 4
    • 33750466904 scopus 로고    scopus 로고
    • Small-world brain networks
    • Bassett, D, and Bullmore, E (2006). "Small-world brain networks. " Neuroscientist 12, 512-523.
    • (2006) Neuroscientist , vol.12 , pp. 512-523
    • Bassett, D.1    Bullmore, E.2
  • 5
    • 0348010295 scopus 로고    scopus 로고
    • Neuronal avalanches in neocortical circuits
    • Beggs, JM, and Plenz, D (2003). "Neuronal avalanches in neocortical circuits. " J. Neurosci. 23, 11167-11177.
    • (2003) J. Neurosci. , vol.23 , pp. 11167-11177
    • Beggs, J.M.1    Plenz, D.2
  • 6
    • 2642572763 scopus 로고    scopus 로고
    • Neuronal avalanches are diverse and precise activity patterns that are stable for many hours in cortical slice cultures
    • Beggs, JM, and Plenz, D (2004). "Neuronal avalanches are diverse and precise activity patterns that are stable for many hours in cortical slice cultures. " J. Neurosci. 24, 5216-5229.
    • (2004) J. Neurosci. , vol.24 , pp. 5216-5229
    • Beggs, J.M.1    Plenz, D.2
  • 7
    • 33846493795 scopus 로고
    • A model of neocortex
    • Bienenstock, E (1995). "A model of neocortex. " Networks 6, 179-224.
    • (1995) Networks , vol.6 , pp. 179-224
    • Bienenstock, E.1
  • 8
    • 16444379205 scopus 로고    scopus 로고
    • Efficient associative memory using small-world architecture
    • Bohland, JW, and Minai, AA (2001). "Efficient associative memory using small-world architecture. " Neurocomputing 38-40, 489-496.
    • (2001) Neurocomputing , vol.38-40 , pp. 489-496
    • Bohland, J.W.1    Minai, A.A.2
  • 10
    • 67349114846 scopus 로고    scopus 로고
    • Activity-dependent structural plasticity
    • Butz, M, Wörgötter, F, and van Ooyen, A (2009). "Activity-dependent structural plasticity. " Brain Res. Rev. 60, 287-305.
    • (2009) Brain Res. Rev. , vol.60 , pp. 287-305
    • Butz, M.1    Wörgötter, F.2    van Ooyen, A.3
  • 12
    • 48249085332 scopus 로고    scopus 로고
    • Spike timing-dependent plasticity: A hebbian learning rule
    • Caporale, N, and 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
  • 13
    • 0033817184 scopus 로고    scopus 로고
    • Repeated sequences of interspike intervals in baroresponsive respiratory related neuronal assemblies of the cat brain stem
    • Chang, E, Morris, K, Shannon, R, and Lindsey, B (2000). "Repeated sequences of interspike intervals in baroresponsive respiratory related neuronal assemblies of the cat brain stem. " J. Neurophysiol. 84, 1136-1148.
    • (2000) J. Neurophysiol. , vol.84 , pp. 1136-1148
    • Chang, E.1    Morris, K.2    Shannon, R.3    Lindsey, B.4
  • 14
    • 0033518170 scopus 로고    scopus 로고
    • Stable propagation of synchronous spiking in cortical neural networks
    • Diesmann, M, Gewaltig, MO, and Aertsen, A (1999). "Stable propagation of synchronous spiking in cortical neural networks. " Nature (London) 402, 529-533.
    • (1999) Nature (London) , vol.402 , pp. 529-533
    • Diesmann, M.1    Gewaltig, M.O.2    Aertsen, A.3
  • 15
    • 34548065453 scopus 로고    scopus 로고
    • Clustering in complex directed networks
    • Fagiolo, G (2007). "Clustering in complex directed networks. " Phys. Rev. E 76, 026107.
    • (2007) Phys. Rev. E , vol.76 , pp. 026107
    • Fagiolo, G.1
  • 16
    • 0034133757 scopus 로고    scopus 로고
    • A quantitative analysis of the local connectivity between pyramidal neurons in layers 2/3 of the rat visual cortex
    • Hellwig, B (2000). "A quantitative analysis of the local connectivity between pyramidal neurons in layers 2/3 of the rat visual cortex. " Biol. Cybern. 82, 111-121.
    • (2000) Biol. Cybern. , vol.82 , pp. 111-121
    • Hellwig, B.1
  • 17
    • 0029637779 scopus 로고
    • Pattern recognition computation using action potential timing for stimulus representation
    • Hopfield, J (1995). "Pattern recognition computation using action potential timing for stimulus representation. " Nature (London) 376, 33-36.
    • (1995) Nature (London) , vol.376 , pp. 33-36
    • Hopfield, J.1
  • 18
    • 33646689571 scopus 로고    scopus 로고
    • The brainstem reticular formation is a small world, not scale-free, network
    • Humphries, M, Gurney, K, and Prescott, T (2006). "The brainstem reticular formation is a small world, not scale-free, network. " Proc. R. Soc. London, Ser. B 273, 503-511.
    • (2006) Proc. R. Soc. London, Ser. B , vol.273 , pp. 503-511
    • Humphries, M.1    Gurney, K.2    Prescott, T.3
  • 19
    • 2142773944 scopus 로고    scopus 로고
    • Synfire chains and cortical songs: Temporal modules of cortical activity
    • Ikegaya, Y, Aaron, G, Cossart, R, Aronov, D, Lampl, I, Ferster, D, and Yuste, R (2004). "Synfire chains and cortical songs: temporal modules of cortical activity. " Science 304, 559-564.
    • (2004) Science , vol.304 , pp. 559-564
    • Ikegaya, Y.1    Aaron, G.2    Cossart, R.3    Aronov, D.4    Lampl, I.5    Ferster, D.6    Yuste, R.7
  • 20
    • 0742268989 scopus 로고    scopus 로고
    • Simple model of spiking neurons
    • Izhikevich, E (2003). "Simple model of spiking neurons. " IEEE Trans. Neural Netw. 14, 1569-1572.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , pp. 1569-1572
    • Izhikevich, E.1
  • 21
    • 4344661328 scopus 로고    scopus 로고
    • Which model to use for cortical spiking neurons?
    • Izhikevich, E (2004). "Which model to use for cortical spiking neurons?" IEEE Trans. Neural Netw. 15, 1063-1070.
    • (2004) IEEE Trans. Neural Netw. , vol.15 , pp. 1063-1070
    • Izhikevich, E.1
  • 22
    • 33644898137 scopus 로고    scopus 로고
    • Polychronization: Computation with spikes
    • Izhikevich, E (2006). "Polychronization: computation with spikes. " Neural Comput. 18, 245-282.
    • (2006) Neural Comput. , vol.18 , pp. 245-282
    • Izhikevich, E.1
  • 23
    • 3242768234 scopus 로고    scopus 로고
    • Spike-timing dynamics of neuronal groups
    • Izhikevich, E, Gally, J, and Edelman, G (2004). "Spike-timing dynamics of neuronal groups. " Cereb. Cortex 14, 933-944.
    • (2004) Cereb. Cortex , vol.14 , pp. 933-944
    • Izhikevich, E.1    Gally, J.2    Edelman, G.3
  • 24
    • 41449087415 scopus 로고    scopus 로고
    • Community structure in directed networks
    • Leicht, EA, and Newman, MEJ (2008). "Community structure in directed networks. " Phys. Rev. Lett. 100, 118703.
    • (2008) Phys. Rev. Lett. , vol.100 , pp. 118703
    • Leicht, E.A.1    Newman, M.E.J.2
  • 25
    • 0030759967 scopus 로고    scopus 로고
    • Repeated patterns of distributed synchrony in neuronal assemblies
    • Lindsey, B, Morris, K, Shannon, R, and Gerstein, G (1997). "Repeated patterns of distributed synchrony in neuronal assemblies. " J. Neurophysiol. 78, 1714-1719.
    • (1997) J. Neurophysiol. , vol.78 , pp. 1714-1719
    • Lindsey, B.1    Morris, K.2    Shannon, R.3    Gerstein, G.4
  • 27
    • 0030236555 scopus 로고    scopus 로고
    • Neural assemblies and laminar interactions in the cerebral cortex
    • Miller, R (1996). "Neural assemblies and laminar interactions in the cerebral cortex. " Biol. Cybern. 75, 253-261.
    • (1996) Biol. Cybern. , vol.75 , pp. 253-261
    • Miller, R.1
  • 28
    • 3042528272 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • Morelli, LG, Abramson, G, and Kuperman, MN (2004). "Finding and evaluating community structure in networks. " Eur. Phys. J. B 38, 495-500.
    • (2004) Eur. Phys. J. B , vol.38 , pp. 495-500
    • Morelli, L.G.1    Abramson, G.2    Kuperman, M.N.3
  • 29
    • 0031820640 scopus 로고    scopus 로고
    • Spatio-temporal structure of cortical activity, properties and behavioral relevance
    • Prut, Y, Vaadia, E, Bergman, H, Haalman, I, Slovin, H, and Abeles, M (1998). "Spatio-temporal structure of cortical activity, properties and behavioral relevance. " J. Neurophysiol. 79, 2857-2874.
    • (1998) J. Neurophysiol. , vol.79 , pp. 2857-2874
    • Prut, Y.1    Vaadia, E.2    Bergman, H.3    Haalman, I.4    Slovin, H.5    Abeles, M.6
  • 30
    • 35148829514 scopus 로고    scopus 로고
    • The application of graph theoretical analysis to complex networks in the brain
    • Reijneveld, J, Ponten, S, Berendse, H, and Stam, CJ (2007). "The application of graph theoretical analysis to complex networks in the brain. " Clin. Neurophysiol. 118, 2317-2331.
    • (2007) Clin. Neurophysiol. , vol.118 , pp. 2317-2331
    • Reijneveld, J.1    Ponten, S.2    Berendse, H.3    Stam, C.J.4
  • 31
    • 0033860923 scopus 로고    scopus 로고
    • Competitive hebbian learning through spike-timing-dependent synaptic plasticity
    • Song, S, Miller, KD, and Abbott, LF (2000). "Competitive hebbian learning through spike-timing-dependent synaptic plasticity. " Nat. Neurosci. 3, 919-926.
    • (2000) Nat. Neurosci. , vol.3 , pp. 919-926
    • Song, S.1    Miller, K.D.2    Abbott, L.F.3
  • 32
    • 18044383304 scopus 로고    scopus 로고
    • Highly nonrandom features of synaptic connectivity in local cortical circuits
    • Song, S, Sjöström, PS, Reigl, M, Nelson, S, and Chklovskii, DB (2005). "Highly nonrandom features of synaptic connectivity in local cortical circuits. " PLoS Biol. 3, 507-519.
    • (2005) PLoS Biol. , vol.3 , pp. 507-519
    • Song, S.1    Sjöström, P.S.2    Reigl, M.3    Nelson, S.4    Chklovskii, D.B.5
  • 33
    • 84858278785 scopus 로고    scopus 로고
    • See supplementary material at, Supplementary information touches on the following topics: (1) details of the neuron model used; (2) the performance of WS networks as a function of the rewiring parameter; (3) the effect of stimulus delocalization on WS and modular networks over the whole range of degradation of the recall cue; (4) details on how Fig. 6 was obtained; (5) the performance of ER random networks with increasing connectivity; and (6) the effect of STDP on network topology
    • See supplementary material at http://dx.doi.org/10.2976/1.3386761. Supplementary information touches on the following topics: (1) details of the neuron model used; (2) the performance of WS networks as a function of the rewiring parameter; (3) the effect of stimulus delocalization on WS and modular networks over the whole range of degradation of the recall cue; (4) details on how Fig. 6 was obtained; (5) the performance of ER random networks with increasing connectivity; and (6) the effect of STDP on network topology.
  • 34
    • 0022400660 scopus 로고
    • Physiological properties of individual cerebral axons studied in vivo for as long as one year
    • Swadlow, HA (1985). "Physiological properties of individual cerebral axons studied in vivo for as long as one year. " J. Neurophysiol. 54, 1346-1362.
    • (1985) J. Neurophysiol. , vol.54 , pp. 1346-1362
    • Swadlow, H.A.1
  • 35
    • 0028063878 scopus 로고
    • Efferent neurons and suspected interneurons in motor cortex of the awake rabbit: Axonal properties, sensory receptive fields, and subthreshold synaptic inputs
    • Swadlow, HA (1994). "Efferent neurons and suspected interneurons in motor cortex of the awake rabbit: axonal properties, sensory receptive fields, and subthreshold synaptic inputs. " J. Neurophysiology 71, 437-453.
    • (1994) J. Neurophysiology , vol.71 , pp. 437-453
    • Swadlow, H.A.1
  • 36
    • 67049097328 scopus 로고    scopus 로고
    • Efficiency of functional brain networks and intellectual performance
    • van den Heuvel, M, Stam, CJ, Kahn, RS, and Hulshoff, HE (2009). "Efficiency of functional brain networks and intellectual performance. " J. Neurosci. 29, 7619-7624.
    • (2009) J. Neurosci. , vol.29 , pp. 7619-7624
    • van den Heuvel, M.1    Stam, C.J.2    Kahn, R.S.3    Hulshoff, H.E.4
  • 37
    • 0033514474 scopus 로고    scopus 로고
    • Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task
    • Villa, A, Tetko, I, Hyland, B, and Najem, A (1999). "Spatiotemporal activity patterns of rat cortical neurons predict responses in a conditioned task. " Proc. Natl. Acad. Sci. U.S.A. 96, 1106-1111.
    • (1999) Proc. Natl. Acad. Sci. U.S.A. , vol.96 , pp. 1106-1111
    • Villa, A.1    Tetko, I.2    Hyland, B.3    Najem, A.4
  • 38
    • 22244433200 scopus 로고    scopus 로고
    • Manifestation of function-follow-form in cultured neuronal networks
    • Volman, V, Baruchi, I, and Ben-Jacob, E (2005). "Manifestation of function-follow-form in cultured neuronal networks. " Phys. Biol. 2, 98-110.
    • (2005) Phys. Biol. , vol.2 , pp. 98-110
    • Volman, V.1    Baruchi, I.2    Ben-Jacob, E.3
  • 39
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • Watts, D, and Strogatz, S (1998). "Collective dynamics of 'small-world' networks. " Nature (London) 393, 440-442.
    • (1998) Nature (London) , vol.393 , pp. 440-442
    • Watts, D.1    Strogatz, S.2


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