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Volumn 24, Issue 8, 2012, Pages 2007-2032

A framework for evaluating pairwise and multiway synchrony among stimulus-driven neurons

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ARTICLE; BIOLOGICAL MODEL; NERVE CELL; PHYSIOLOGY; POISSON DISTRIBUTION; PROBABILITY; TIME; VISUAL CORTEX;

EID: 84867446289     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/NECO_a_00307     Document Type: Article
Times cited : (14)

References (35)
  • 1
    • 0024599599 scopus 로고
    • Dynamics of neuronal firing correlation: Modulation of effective connectivity
    • Aertsen, A. M. H. J., Gerstein, G. L., Habib, M. K., & Palm, G. (1989). Dynamics of neuronal firing correlation: Modulation of effective connectivity. J. Neurophys., 61, 900-917.
    • (1989) J. Neurophys. , vol.61 , pp. 900-917
    • Aertsen, A.M.H.J.1    Gerstein, G.L.2    Habib, M.K.3    Palm, G.4
  • 3
    • 65549122168 scopus 로고    scopus 로고
    • Measure of correlation orthogonal to change in firing rate
    • Amari, S.-I. (2009).Measure of correlation orthogonal to change in firing rate. Neural Comput., 21, 960-972.
    • (2009) Neural Comput. , vol.21 , pp. 960-972
    • Amari, S.-I.1
  • 4
    • 68349146850 scopus 로고    scopus 로고
    • Discreteand continuous-time probabilistic models and inference algorithms for neuronal decoding of up and down states
    • Chen, Z., Vijayan, S., Barbieri, R., Wilson, M. A., & Brown, E. N. (2009). Discreteand continuous-time probabilistic models and inference algorithms for neuronal decoding of up and down states. Neural Comput., 21, 1797-1862.
    • (2009) Neural Comput. , vol.21 , pp. 1797-1862
    • Chen, Z.1    Vijayan, S.2    Barbieri, R.3    Wilson, M.A.4    Brown, E.N.5
  • 5
    • 0010045457 scopus 로고    scopus 로고
    • Bayesian curve-fitting with freeknot splines
    • Dimatteo, I., Genovese, C. R., & Kass, R. E. (2001). Bayesian curve-fitting with freeknot splines. Biometrika, 88, 1055-1071.
    • (2001) Biometrika , vol.88 , pp. 1055-1071
    • Dimatteo, I.1    Genovese, C.R.2    Kass, R.E.3
  • 6
    • 64749087371 scopus 로고    scopus 로고
    • Data-driven significance estimation for precise spike correlation
    • Grün, S. (2009). Data-driven significance estimation for precise spike correlation. J. Neurophysiol., 101, 1126-1140.
    • (2009) J. Neurophysiol. , vol.101 , pp. 1126-1140
    • Grün, S.1
  • 7
    • 0142134891 scopus 로고    scopus 로고
    • Analysis of higher-order neuronal interactions based on conditional inference
    • Gütig, R., & Aertsen, A. (2003). Analysis of higher-order neuronal interactions based on conditional inference. Biol. Cybernetics, 88, 352-359.
    • (2003) Biol. Cybernetics , vol.88 , pp. 352-359
    • Gütig, R.1    Aertsen, A.2
  • 9
    • 0033928411 scopus 로고    scopus 로고
    • Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements
    • Harris, K. D., Henze, D. A., Csicsvari, J., Hirase, H., & Buzsaki, G. (2000). Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements. J. Neurophysiol., 84, 401-414.
    • (2000) J. Neurophysiol. , vol.84 , pp. 401-414
    • Harris, K.D.1    Henze, D.A.2    Csicsvari, J.3    Hirase, H.4    Buzsaki, G.5
  • 10
    • 84877880350 scopus 로고    scopus 로고
    • Statistical identification of synchronous spiking
    • (in press). P. Di Lorenzo & J. Victor (Eds.), London: Taylor and Francis
    • Harrison, M. T., Amarasingham, A., & Kass, R. E. (in press). Statistical identification of synchronous spiking. In P. Di Lorenzo & J. Victor (Eds.), Spike timing: Mechanisms and function. London: Taylor and Francis.
    • Spike timing: Mechanisms and function
    • Harrison, M.T.1    Amarasingham, A.2    Kass, R.E.3
  • 11
    • 68249123235 scopus 로고    scopus 로고
    • A rate and history-preserving algorithm for neural spike trains
    • Harrison, M. T., & Geman, S. (2009). A rate and history-preserving algorithm for neural spike trains. Neural Comput., 21, 1244-1258.
    • (2009) Neural Comput. , vol.21 , pp. 1244-1258
    • Harrison, M.T.1    Geman, S.2
  • 12
    • 0033628319 scopus 로고    scopus 로고
    • Model dependence in quantification of spike interdependency by joint peri-stimulus time histogram
    • Ito, H., & Tsuji, S. (2000) Model dependence in quantification of spike interdependency by joint peri-stimulus time histogram. Neural Comput., 12, 195-217.
    • (2000) Neural Comput. , vol.12 , pp. 195-217
    • Ito, H.1    Tsuji, S.2
  • 13
    • 84861109928 scopus 로고    scopus 로고
    • Assessment of synchrony in multiple neural spike trains using loglinear point process models
    • Kass, R. E., Kelly, R. C., & Loh, W.-L. (2011). Assessment of synchrony in multiple neural spike trains using loglinear point process models. Annals Appl. Statist., 5, 1262-1292.
    • (2011) Annals Appl. Statist. , vol.5 , pp. 1262-1292
    • Kass, R.E.1    Kelly, R.C.2    Loh, W.-L.3
  • 14
    • 0035432526 scopus 로고    scopus 로고
    • A spike-train probability model
    • Kass, R. E., & Ventura, V. (2001). A spike-train probability model. Neural Comput., 13, 1713-1720.
    • (2001) Neural Comput. , vol.13 , pp. 1713-1720
    • Kass, R.E.1    Ventura, V.2
  • 15
    • 21544439557 scopus 로고    scopus 로고
    • Statistical issues in the analysis of neuronal data
    • Kass, R. E., Ventura, V., & Brown, E. N. (2005). Statistical issues in the analysis of neuronal data. J. Neurophysiol., 94, 8-25.
    • (2005) J. Neurophysiol. , vol.94 , pp. 8-25
    • Kass, R.E.1    Ventura, V.2    Brown, E.N.3
  • 17
    • 85162334998 scopus 로고    scopus 로고
    • Accounting for network effects in neuronal responses using L1 penalized point process models
    • J. Lafferty, C.K.I. Williams, J. Shawe-Taylor, R. S. Zemel, & A. Culotta (Eds.), Red Hook, NY: Curran Associates
    • Kelly, R. C., Smith, M. A., Kass, R. E., & Lee, T.-S. (2010a). Accounting for network effects in neuronal responses using L1 penalized point process models. In J. Lafferty, C.K.I. Williams, J. Shawe-Taylor, R. S. Zemel, & A. Culotta (Eds.), Advances in neural information processing systems, 23. Red Hook, NY: Curran Associates.
    • (2010) Advances in neural information processing systems , pp. 23
    • Kelly, R.C.1    Smith, M.A.2    Kass, R.E.3    Lee, T.-S.4
  • 18
    • 78651376222 scopus 로고    scopus 로고
    • Local field potentials indicate network state and account for neuronal response variability
    • Kelly, R. C., Smith, M. A., Kass, R. E., & Lee, T.-S. (2010b). Local field potentials indicate network state and account for neuronal response variability. J. Comput. Neurosci., 29, 567-579.
    • (2010) J. Comput. Neurosci. , vol.29 , pp. 567-579
    • Kelly, R.C.1    Smith, M.A.2    Kass, R.E.3    Lee, T.-S.4
  • 19
    • 33846210349 scopus 로고    scopus 로고
    • Comparison of recordings from microelectrode arrays and single electrodes in the visual cortex
    • Kelly, R. C., Smith, M. A., Samonds, J. M., Kohn, A., Bonds, A. B., Movshon, J. A., et al. (2007). Comparison of recordings from microelectrode arrays and single electrodes in the visual cortex. J. Neurosci., 27, 261-264.
    • (2007) J. Neurosci. , vol.27 , pp. 261-264
    • Kelly, R.C.1    Smith, M.A.2    Samonds, J.M.3    Kohn, A.4    Bonds, A.B.5    Movshon, J.A.6
  • 20
    • 0001409017 scopus 로고
    • Aclass of logistic regression models formultivariate binary time series
    • Liang, K.Y.,&Zeger, S. L. (1989).Aclass of logistic regression models formultivariate binary time series. J. Amer. Statist. Assoc., 84, 447-451.
    • (1989) J. Amer. Statist. Assoc. , vol.84 , pp. 447-451
    • Liang, K.Y.1    Zeger, S.L.2
  • 21
    • 0034324119 scopus 로고    scopus 로고
    • Neural coding: Higher-order temporal patterns in the neurostatistics of cell assemblies
    • Martignon, L., Deco, G., Laskey, K., Diamond,M., Freiwald,W., & Vaadia, E. (2000). Neural coding: Higher-order temporal patterns in the neurostatistics of cell assemblies. Neural Comput., 12, 2621-2653.
    • (2000) Neural Comput. , vol.12 , pp. 2621-2653
    • Martignon, L.1    Deco, G.2    Laskey, K.3    Diamond, M.4    Freiwald, W.5    Vaadia, E.6
  • 22
    • 0036779831 scopus 로고    scopus 로고
    • Information geometric measure for neural spikes
    • Nakahara, H., & Amari, S. (2002). Information geometric measure for neural spikes. Neural Comput., 14, 2269-2316.
    • (2002) Neural Comput. , vol.14 , pp. 2269-2316
    • Nakahara, H.1    Amari, S.2
  • 23
    • 23044490853 scopus 로고    scopus 로고
    • Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity
    • Okatan, M., Wilson, M. A., & Brown, E. N. (2005). Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Neural Comput., 17, 1927-1961.
    • (2005) Neural Comput. , vol.17 , pp. 1927-1961
    • Okatan, M.1    Wilson, M.A.2    Brown, E.N.3
  • 24
    • 50049100348 scopus 로고    scopus 로고
    • Spatio-temporal correlations and visual signalling in a complete neuronal population
    • Pillow, J. W., Shlens, J., Paninski, L., Sher, A., Litke, A. M., Chichilnisky, E. J., et al. (2008). Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature, 454, 995-999.
    • (2008) Nature , vol.454 , pp. 995-999
    • Pillow, J.W.1    Shlens, J.2    Paninski, L.3    Sher, A.4    Litke, A.M.5    Chichilnisky, E.J.6
  • 25
    • 2642691669 scopus 로고    scopus 로고
    • Spike synchronization and rate modulation differentially involved in motor cortical function
    • Riehle, A., Grün, S., Diesmann, M., & Aertsen, A. (1997). Spike synchronization and rate modulation differentially involved in motor cortical function. Science, 278, 1950-1953.
    • (1997) Science , vol.278 , pp. 1950-1953
    • Riehle, A.1    Grün, S.2    Diesmann, M.3    Aertsen, A.4
  • 26
    • 33646170322 scopus 로고    scopus 로고
    • Weak pairwise correlations imply strongly correlated network states in a neural population
    • Schneidman, E., Berry, M. J., Segev, R., & Bialek, W. (2006). Weak pairwise correlations imply strongly correlated network states in a neural population. Nature, 440, 1007-1012.
    • (2006) Nature , vol.440 , pp. 1007-1012
    • Schneidman, E.1    Berry, M.J.2    Segev, R.3    Bialek, W.4
  • 28
    • 77956943163 scopus 로고    scopus 로고
    • Detection of bursts in extracelluar spike trains using hidden semi-Markov point processmodels
    • Tokdar, S., Xi, P., Kelly, R. C., & Kass, R. E. (2010). Detection of bursts in extracelluar spike trains using hidden semi-Markov point processmodels. J. Comput. Neurosci., 29, 203-212.
    • (2010) J. Comput. Neurosci. , vol.29 , pp. 203-212
    • Tokdar, S.1    Xi, P.2    Kelly, R.C.3    Kass, R.E.4
  • 29
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects
    • Truccolo, W., Eden, U. T., Fellows, M. R., Donoghue, J. P., & Brown, E. N. (2005). A point process framework for relating neural spiking activity to spiking history, neural ensemble, and extrinsic covariate effects. J. Neurophys., 93, 1074-1089.
    • (2005) J. Neurophys. , vol.93 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellows, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 31
    • 66349112605 scopus 로고    scopus 로고
    • Traditional waveform based spike sorting yields biased rate code estimates
    • Ventura, V. (2009). Traditional waveform based spike sorting yields biased rate code estimates. PNAS, 106, 6921-6926.
    • (2009) PNAS , vol.106 , pp. 6921-6926
    • Ventura, V.1
  • 32
    • 24944547377 scopus 로고    scopus 로고
    • Trial-to-trial variability and its effect on time-varying dependence between two neurons
    • Ventura, V., Cai, C., & Kass, R. E. (2005a). Trial-to-trial variability and its effect on time-varying dependence between two neurons. Journal Neurophysiol., 94, 2928-2939.
    • (2005) Journal Neurophysiol. , vol.94 , pp. 2928-2939
    • Ventura, V.1    Cai, C.2    Kass, R.E.3
  • 33
    • 24944545549 scopus 로고    scopus 로고
    • Statistical assessment of time-varying dependence between two neurons
    • Ventura, V., Cai, C., & Kass, R. E. (2005b). Statistical assessment of time-varying dependence between two neurons. Journal Neurophysiol., 94, 2940-2947.
    • (2005) Journal Neurophysiol. , vol.94 , pp. 2940-2947
    • Ventura, V.1    Cai, C.2    Kass, R.E.3
  • 34
    • 69249156521 scopus 로고    scopus 로고
    • Neural decoding of goal-directed movements using a linear state-space model with hidden states
    • Wu, W., Kulkarni, J., Hatsopoulos, N., & Paninski, L. (2009). Neural decoding of goal-directed movements using a linear state-space model with hidden states. IEEE Trans. Neural Syst. Rehab. Engineering, 17, 370-378.
    • (2009) IEEE Trans. Neural Syst. Rehab. Engineering , vol.17 , pp. 370-378
    • Wu, W.1    Kulkarni, J.2    Hatsopoulos, N.3    Paninski, L.4


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