메뉴 건너뛰기




Volumn 30, Issue 1, 2011, Pages 125-141

Information-geometric measure of 3-neuron firing patterns characterizes scale-dependence in cortical networks

Author keywords

Information geometry; Maximum entropy; Multineuron; Pairwise model; Synchrony

Indexed keywords

MAXIMUM ENTROPY METHODS; NEURAL NETWORKS; NEURONS;

EID: 79952281329     PISSN: 09295313     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10827-010-0257-0     Document Type: Article
Times cited : (29)

References (37)
  • 2
    • 0035397522 scopus 로고    scopus 로고
    • Information geometry on hierarchy of probability distributions
    • DOI 10.1109/18.930911, PII S0018944801044200
    • SI Amari 2001 Information geometry on hierarchy of probability distributions IEEE Transactions on Information Theory 47 1701 1711 10.1109/18.930911 (Pubitemid 32644689)
    • (2001) IEEE Transactions on Information Theory , vol.47 , Issue.5 , pp. 1701-1711
    • Amari, S.-I.1
  • 3
    • 0141919604 scopus 로고    scopus 로고
    • Encoding of whisker vibration by rat barrel cortex neurons: Implications for texture discrimination
    • E Arabzadeh RS Petersen ME Diamond 2003 Encoding of whisker vibration by rat barrel cortex neurons: implications for texture discrimination The Journal of Neuroscience 23 27 9146 9154 1:CAS:528:DC%2BD2cXhvF2isbs%3D 14534248 (Pubitemid 37243815)
    • (2003) Journal of Neuroscience , vol.23 , Issue.27 , pp. 9146-9154
    • Arabzadeh, E.1    Petersen, R.S.2    Diamond, M.E.3
  • 4
    • 71549166337 scopus 로고    scopus 로고
    • GABAergic hub neurons orchestrate synchrony in developing hippocampal networks
    • 1:CAS:528:DC%2BD1MXhsV2gsLjJ 10.1126/science.1175509 19965761
    • P Bonifazi M Goldin MA Picardo I Jorquera A Cattani G Bianconi A Represa Y Ben-Ari R Cossart 2009 GABAergic hub neurons orchestrate synchrony in developing hippocampal networks Science 326 5958 1419 1424 1:CAS:528: DC%2BD1MXhsV2gsLjJ 10.1126/science.1175509 19965761
    • (2009) Science , vol.326 , Issue.5958 , pp. 1419-1424
    • Bonifazi, P.1    Goldin, M.2    Picardo, M.A.3    Jorquera, I.4    Cattani, A.5    Bianconi, G.6    Represa, A.7    Ben-Ari, Y.8    Cossart, R.9
  • 5
    • 11144355852 scopus 로고    scopus 로고
    • Large-scale recording of neuronal ensembles
    • DOI 10.1038/nn1233
    • G Buzsaki 2004 Large-scale recording of neuronal ensembles Nature Neuroscience 7 5 446 451 1:CAS:528:DC%2BD2cXjsFKltro%3D 10.1038/nn1233 15114356 (Pubitemid 38544574)
    • (2004) Nature Neuroscience , vol.7 , Issue.5 , pp. 446-451
    • Buzsaki, G.1
  • 6
    • 0030297850 scopus 로고    scopus 로고
    • Automatic sorting of multiple unit neuronal signals in the presence of anisotropic and non-Gaussian variability
    • DOI 10.1016/S0165-0270(96)00050-7, PII S0165027096000507
    • MS Fee PP Mitra D Kleinfeld 1996 Automatic sorting of multiple unit neuronal signals in the presence of anisotropic and non-Gaussian variability Journal of Neuroscience Methods 69 2 175 188 1:STN:280:DyaK2s7gtFyjsQ%3D%3D 10.1016/S0165-0270(96)00050-7 8946321 (Pubitemid 26377776)
    • (1996) Journal of Neuroscience Methods , vol.69 , Issue.2 , pp. 175-188
    • Fee, M.S.1    Mitra, P.P.2    Kleinfeld, D.3
  • 7
    • 57049113758 scopus 로고    scopus 로고
    • Reliable neuronal logic devices from patterned hippocampal cultures
    • 1:CAS:528:DC%2BD1cXhsVertb3I 10.1038/nphys1099
    • O Feinerman A Rotem E Moses 2008 Reliable neuronal logic devices from patterned hippocampal cultures Nature Physics 4 12 967 973 1:CAS:528: DC%2BD1cXhsVertb3I 10.1038/nphys1099
    • (2008) Nature Physics , vol.4 , Issue.12 , pp. 967-973
    • Feinerman, O.1    Rotem, A.2    Moses, E.3
  • 8
    • 77956941032 scopus 로고    scopus 로고
    • An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes
    • Franke, F.; Natora, M.; Boucsein, C.; Munk, M. H.; & Obermayer, K. (2009). An online spike detection and spike classification algorithm capable of instantaneous resolution of overlapping spikes. Journal of Computational Neuroscience.
    • (2009) Journal of Computational Neuroscience
    • Franke, F.1    Natora, M.2    Boucsein, C.3    Munk, M.H.4    Obermayer, K.5
  • 9
    • 0142134891 scopus 로고    scopus 로고
    • Analysis of higher-order neuronal interactions based on conditional inference
    • 1:STN:280:DC%2BD3s3ivVersw%3D%3D 10.1007/s00422-002-0388-0 12750897
    • R Gutig A Aertsen S Rotter 2003 Analysis of higher-order neuronal interactions based on conditional inference Biological Cybernetics 88 5 352 359 1:STN:280:DC%2BD3s3ivVersw%3D%3D 10.1007/s00422-002-0388-0 12750897
    • (2003) Biological Cybernetics , vol.88 , Issue.5 , pp. 352-359
    • Gutig, R.1    Aertsen, A.2    Rotter, S.3
  • 10
    • 18744410140 scopus 로고    scopus 로고
    • Estimating entropy rates with bayesian confidence intervals
    • DOI 10.1162/0899766053723050
    • MB Kennel J Shlens HD Abarbanel EJ Chichilnisky 2005 Estimating entropy rates with Bayesian confidence intervals Neural Computation 17 7 1531 1576 10.1162/0899766053723050 15901407 (Pubitemid 40669911)
    • (2005) Neural Computation , vol.17 , Issue.7 , pp. 1531-1576
    • Kennel, M.B.1    Shlens, J.2    Abarbanel, H.D.I.3    Chichilnisky, E.J.4
  • 11
    • 17044417268 scopus 로고    scopus 로고
    • Stimulus dependence of neuronal correlation in primary visual cortex of the macaque
    • 1:CAS:528:DC%2BD2MXjtlSis78%3D 10.1523/JNEUROSCI.5106-04.2005 15814797
    • A Kohn MA Smith 2005 Stimulus dependence of neuronal correlation in primary visual cortex of the macaque The Journal of Neuroscience 25 14 3661 3673 1:CAS:528:DC%2BD2MXjtlSis78%3D 10.1523/JNEUROSCI.5106-04.2005 15814797
    • (2005) The Journal of Neuroscience , vol.25 , Issue.14 , pp. 3661-3673
    • Kohn, A.1    Smith, M.A.2
  • 12
    • 65549157033 scopus 로고    scopus 로고
    • Burst spiking of a single cortical neuron modifies global brain state
    • 1:CAS:528:DC%2BD1MXltFCis7w%3D 10.1126/science.1169957 19407203
    • CY Li MM Poo Y Dan 2009 Burst spiking of a single cortical neuron modifies global brain state Science 324 5927 643 646 1:CAS:528: DC%2BD1MXltFCis7w%3D 10.1126/science.1169957 19407203
    • (2009) Science , vol.324 , Issue.5927 , pp. 643-646
    • Li, C.Y.1    Poo, M.M.2    Dan, Y.3
  • 13
    • 64649095157 scopus 로고    scopus 로고
    • Prediction of spatiotemporal patterns of neural activity from pairwise correlations
    • 1:STN:280:DC%2BD1Mzgt1Cjsw%3D%3D 10.1103/PhysRevLett.102.138101 19392405
    • O Marre S El Boustani Y Fregnac A Destexhe 2009 Prediction of spatiotemporal patterns of neural activity from pairwise correlations Physical Review Letters 102 13 138101 1:STN:280:DC%2BD1Mzgt1Cjsw%3D%3D 10.1103/PhysRevLett.102.138101 19392405
    • (2009) Physical Review Letters , vol.102 , Issue.13 , pp. 138101
    • Marre, O.1    El Boustani, S.2    Fregnac, Y.3    Destexhe, A.4
  • 14
    • 0029317916 scopus 로고
    • Detecting higher-order interactions among the spiking events in a group of neurons
    • 1:STN:280:DyaK2MzotlCktA%3D%3D 10.1007/BF00199057 7654851
    • L Martignon H Von Hasseln S Grun A Aertsen G Palm 1995 Detecting higher-order interactions among the spiking events in a group of neurons Biological Cybernetics 73 1 69 81 1:STN:280:DyaK2MzotlCktA%3D%3D 10.1007/BF00199057 7654851
    • (1995) Biological Cybernetics , vol.73 , Issue.1 , pp. 69-81
    • Martignon, L.1    Von Hasseln, H.2    Grun, S.3    Aertsen, A.4    Palm, G.5
  • 15
    • 0034324119 scopus 로고    scopus 로고
    • Neural coding: Higher-order temporal patterns in the neurostatistics of cell assemblies
    • 1:STN:280:DC%2BD3M%2FosFWhtg%3D%3D 10.1162/089976600300014872 11110130
    • L Martignon G Deco K Laskey M Diamond W Freiwald E Vaadia 2000 Neural coding: higher-order temporal patterns in the neurostatistics of cell assemblies Neural Computation 12 11 2621 2653 1:STN:280:DC%2BD3M%2FosFWhtg%3D%3D 10.1162/089976600300014872 11110130
    • (2000) Neural Computation , vol.12 , Issue.11 , pp. 2621-2653
    • Martignon, L.1    Deco, G.2    Laskey, K.3    Diamond, M.4    Freiwald, W.5    Vaadia, E.6
  • 16
    • 0028788653 scopus 로고
    • Concerted signaling by retinal ganglion cells
    • 1:CAS:528:DyaK2MXpsVyktb8%3D 10.1126/science.270.5239.1207 7502047
    • M Meister L Lagnado DA Baylor 1995 Concerted signaling by retinal ganglion cells Science 270 5239 1207 1210 1:CAS:528:DyaK2MXpsVyktb8%3D 10.1126/science.270.5239.1207 7502047
    • (1995) Science , vol.270 , Issue.5239 , pp. 1207-1210
    • Meister, M.1    Lagnado, L.2    Baylor, D.A.3
  • 18
    • 0036779831 scopus 로고    scopus 로고
    • Information-geometric measure for neural spikes
    • 10.1162/08997660260293238 12396564
    • H Nakahara S Amari 2002 Information-geometric measure for neural spikes Neural Computation 14 10 2269 2316 10.1162/08997660260293238 12396564
    • (2002) Neural Computation , vol.14 , Issue.10 , pp. 2269-2316
    • Nakahara, H.1    Amari, S.2
  • 19
    • 77955172914 scopus 로고    scopus 로고
    • Sparse coding and high-order correlations in fine-scale cortical networks
    • doi: 10.1038/nature09178
    • Ohiorhenuan, I. E.; Mechler, F.; Purpura, K. P.; Schmid, A. M.; Hu, Q.; & Victor, J.D. (2010). Sparse coding and high-order correlations in fine-scale cortical networks. Nature. doi: 10.1038/nature09178.
    • (2010) Nature
    • Ohiorhenuan, I.E.1    Mechler, F.2    Purpura, K.P.3    Schmid, A.M.4    Hu, Q.5    Victor, J.D.6
  • 20
    • 0019846397 scopus 로고
    • Evidence, information, and surprise
    • G Palm 1981 Evidence, information, and surprise Biological Cybernetics 42 1 57 68 1:STN:280:DyaL387htlynsA%3D%3D 10.1007/BF00335160 7326283 (Pubitemid 12211972)
    • (1981) Biological Cybernetics , vol.42 , Issue.1 , pp. 57-68
    • Palm, G.1
  • 21
    • 0023897920 scopus 로고
    • On the significance of correlations among neuronal spike trains
    • 1:STN:280:DyaL1c3psVWlsA%3D%3D 10.1007/BF00336885 3401513
    • G Palm AM Aertsen GL Gerstein 1988 On the significance of correlations among neuronal spike trains Biological Cybernetics 59 1 1 11 1:STN:280:DyaL1c3psVWlsA%3D%3D 10.1007/BF00336885 3401513
    • (1988) Biological Cybernetics , vol.59 , Issue.1 , pp. 1-11
    • Palm, G.1    Aertsen, A.M.2    Gerstein, G.L.3
  • 22
    • 51149102880 scopus 로고    scopus 로고
    • Internally generated cell assembly sequences in the rat hippocampus
    • 1:CAS:528:DC%2BD1cXhtVGkurvJ 10.1126/science.1159775 18772431
    • E Pastalkova V Itskov A Amarasingham G Buzsaki 2008 Internally generated cell assembly sequences in the rat hippocampus Science 321 5894 1322 1327 1:CAS:528:DC%2BD1cXhtVGkurvJ 10.1126/science.1159775 18772431
    • (2008) Science , vol.321 , Issue.5894 , pp. 1322-1327
    • Pastalkova, E.1    Itskov, V.2    Amarasingham, A.3    Buzsaki, G.4
  • 23
    • 0031820640 scopus 로고    scopus 로고
    • Spatiotemporal structure of cortical activity: Properties and behavioral relevance
    • Y Prut E Vaadia H Bergman I Haalman H Slovin M Abeles 1998 Spatiotemporal structure of cortical activity: properties and behavioral relevance Journal of Neurophysiology 79 6 2857 2874 1:STN:280:DyaK1czgtFCqsQ%3D%3D 9636092 (Pubitemid 28317018)
    • (1998) Journal of Neurophysiology , vol.79 , Issue.6 , pp. 2857-2874
    • Prut, Y.1    Vaadia, E.2    Bergman, H.3    Haalman, I.4    Slovin, H.5    Abeles, M.6
  • 24
    • 0031279625 scopus 로고    scopus 로고
    • The use of m-sequences in the analysis of visual neurons: Linear receptive field properties
    • RC Reid JD Victor RM Shapley 1997 The use of m-sequences in the analysis of visual neurons: linear receptive field properties Visual Neuroscience 14 6 1015 1027 1:STN:280:DyaK1c7gvV2qsw%3D%3D 10.1017/S0952523800011743 9447685 (Pubitemid 28034717)
    • (1997) Visual Neuroscience , vol.14 , Issue.6 , pp. 1015-1027
    • Reid, R.C.1    Victor, J.D.2    Shapley, R.M.3
  • 25
    • 0036662944 scopus 로고    scopus 로고
    • Orientation selectivity in macaque V1: Diversity and laminar dependence
    • DL Ringach RM Shapley MJ Hawken 2002 Orientation selectivity in macaque V1: diversity and laminar dependence The Journal of Neuroscience 22 13 5639 5651 1:CAS:528:DC%2BD38XltF2mt7s%3D 12097515 (Pubitemid 35386485)
    • (2002) Journal of Neuroscience , vol.22 , Issue.13 , pp. 5639-5651
    • Ringach, D.L.1    Shapley, R.M.2    Hawken, M.J.3
  • 26
    • 67049119347 scopus 로고    scopus 로고
    • Pairwise maximum entropy models for studying large biological systems: When they can work and when they cant
    • 10.1371/journal.pcbi.1000380 19424487
    • Y Roudi S Nirenberg PE Latham 2009 Pairwise maximum entropy models for studying large biological systems: when they can work and when they cant PLoS Computational Biology 5 5 e1000380 10.1371/journal.pcbi.1000380 19424487
    • (2009) PLoS Computational Biology , vol.5 , Issue.5 , pp. 1000380
    • Roudi, Y.1    Nirenberg, S.2    Latham, P.E.3
  • 27
    • 67549115079 scopus 로고    scopus 로고
    • Ising model for neural data: Model quality and approximate methods for extracting functional connectivity
    • 10.1103/PhysRevE.79.051915
    • Y Roudi J Tyrcha J Hertz 2009 Ising model for neural data: model quality and approximate methods for extracting functional connectivity Physical Review. E, Statistical, Nonlinear, snd Soft Matter Physics 79 5 Pt 1 051915 10.1103/PhysRevE.79.051915
    • (2009) Physical Review. E, Statistical, Nonlinear, Snd Soft Matter Physics , vol.79 , Issue.5 PART 1 , pp. 051915
    • Roudi, Y.1    Tyrcha, J.2    Hertz, J.3
  • 28
    • 56749116168 scopus 로고    scopus 로고
    • Oscillations and synchrony in large-scale cortical network models
    • 10.1007/s10867-008-9079-y 19669478
    • NF Rulkov M Bazhenov 2008 Oscillations and synchrony in large-scale cortical network models Journal of Biological Physics 34 3-4 279 299 10.1007/s10867-008-9079-y 19669478
    • (2008) Journal of Biological Physics , vol.34 , Issue.34 , pp. 279-299
    • Rulkov, N.F.1    Bazhenov, M.2
  • 29
    • 79952259097 scopus 로고    scopus 로고
    • Subpopulations of neurons in visual area V2 perform differentiation and integration operations in space and time
    • 10.3389/neuro.06.015.2009 10.3389/neuro.06.015.2009 19915726
    • AM Schmid KP Purpura IE Ohiorhenuan F Mechler JD Victor 2009 Subpopulations of neurons in visual area V2 perform differentiation and integration operations in space and time Frontiers in Systems Neuroscience 3 15 10.3389/neuro.06.015.2009 10.3389/neuro.06.015.2009 19915726
    • (2009) Frontiers in Systems Neuroscience , vol.3 , pp. 15
    • Schmid, A.M.1    Purpura, K.P.2    Ohiorhenuan, I.E.3    Mechler, F.4    Victor, J.D.5
  • 30
    • 33646170322 scopus 로고    scopus 로고
    • Weak pairwise correlations imply strongly correlated network states in a neural population
    • 1:CAS:528:DC%2BD28Xjs1agtL8%3D 10.1038/nature04701 16625187
    • E Schneidman MJ Berry 2nd R Segev W Bialek 2006 Weak pairwise correlations imply strongly correlated network states in a neural population Nature 440 7087 1007 1012 1:CAS:528:DC%2BD28Xjs1agtL8%3D 10.1038/nature04701 16625187
    • (2006) Nature , vol.440 , Issue.7087 , pp. 1007-1012
    • Schneidman, E.1    Berry II, M.J.2    Segev, R.3    Bialek, W.4
  • 32
    • 65549161518 scopus 로고    scopus 로고
    • The structure of large-scale synchronized firing in primate retina
    • 1:CAS:528:DC%2BD1MXltFShsbs%3D 10.1523/JNEUROSCI.5187-08.2009 19369571
    • J Shlens GD Field JL Gauthier M Greschner A Sher AM Litke EJ Chichilnisky 2009 The structure of large-scale synchronized firing in primate retina The Journal of Neuroscience 29 15 5022 5031 1:CAS:528:DC%2BD1MXltFShsbs%3D 10.1523/JNEUROSCI.5187-08.2009 19369571
    • (2009) The Journal of Neuroscience , vol.29 , Issue.15 , pp. 5022-5031
    • Shlens, J.1    Field, G.D.2    Gauthier, J.L.3    Greschner, M.4    Sher, A.5    Litke, A.M.6    Chichilnisky, E.J.7
  • 34
    • 0024511530 scopus 로고
    • Neuronal activities related to higher brain functions - theoretical and experimental implications
    • DOI 10.1109/10.16446
    • E Vaadia H Bergman M Abeles 1989 Neuronal activities related to higher brain functions-theoretical and experimental implications IEEE Transactions on Biomedical Engineering 36 1 25 35 1:STN:280:DyaL1M7lsVCrsA%3D%3D 10.1109/10.16446 2646210 (Pubitemid 19060680)
    • (1989) IEEE Transactions on Biomedical Engineering , vol.36 , Issue.1 , pp. 25-35
    • Vaadia, E.1    Bergman, H.2    Abeles, M.3
  • 35
    • 33644792564 scopus 로고    scopus 로고
    • Responses of V1 neurons to two-dimensional hermite functions
    • DOI 10.1152/jn.00498.2005
    • JD Victor F Mechler MA Repucci KP Purpura T Sharpee 2006 Responses of V1 neurons to two-dimensional Hermite functions Journal of Neurophysiology 95 1 379 400 10.1152/jn.00498.2005 16148274 (Pubitemid 44698943)
    • (2006) Journal of Neurophysiology , vol.95 , Issue.1 , pp. 379-400
    • Victor, J.D.1    Mechler, F.2    Repucci, M.A.3    Purpura, K.P.4    Sharpee, T.5
  • 36
    • 28044448948 scopus 로고    scopus 로고
    • Signal propagation and logic gating in networks of integrate-and-fire neurons
    • DOI 10.1523/JNEUROSCI.3508-05.2005
    • TP Vogels LF Abbott 2005 Signal propagation and logic gating in networks of integrate-and-fire neurons The Journal of Neuroscience 25 46 10786 10795 1:CAS:528:DC%2BD2MXht1Kqsb3P 10.1523/JNEUROSCI.3508-05.2005 16291952 (Pubitemid 41683145)
    • (2005) Journal of Neuroscience , vol.25 , Issue.46 , pp. 10786-10795
    • Vogels, T.P.1    Abbott, L.F.2
  • 37
    • 56449124586 scopus 로고    scopus 로고
    • A small world of neuronal synchrony
    • 10.1093/cercor/bhn047 18400792
    • S Yu D Huang W Singer D Nikolic 2008 A small world of neuronal synchrony Cerebral Cortex 18 12 2891 2901 10.1093/cercor/bhn047 18400792
    • (2008) Cerebral Cortex , vol.18 , Issue.12 , pp. 2891-2901
    • Yu, S.1    Huang, D.2    Singer, W.3    Nikolic, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.