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Volumn 17, Issue 9, 2005, Pages 1927-1961

Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ANIMAL; ARTICLE; BIOLOGICAL MODEL; COMPUTER SIMULATION; HIPPOCAMPUS; NERVE CELL; NERVE CELL NETWORK; PHYSIOLOGY; RAT; STATISTICAL MODEL;

EID: 23044490853     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/0899766054322973     Document Type: Article
Times cited : (211)

References (70)
  • 1
    • 0023784456 scopus 로고
    • Detecting spatiotemporal firing patterns among simultaneously recorded single neurons
    • Abeles, M., & Gerstein, G. L. (1988). Detecting spatiotemporal firing patterns among simultaneously recorded single neurons. Journal of Neurophysiology, 60, 909-924.
    • (1988) Journal of Neurophysiology , vol.60 , pp. 909-924
    • Abeles, M.1    Gerstein, G.L.2
  • 2
    • 0022391859 scopus 로고
    • Evaluation of neuronal connectivity: Sensitivity of cross-correlation
    • Aertsen, A. M. H. J., & Gerstein, G. L. (1985). Evaluation of neuronal connectivity: Sensitivity of cross-correlation. Brain Research, 340, 3 41-354.
    • (1985) Brain Research , vol.340 , pp. 341-354
    • Aertsen, A.M.H.J.1    Gerstein, G.L.2
  • 3
    • 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, Journal of Neurophysiology, 61, 900-917.
    • (1989) Journal of Neurophysiology , vol.61 , pp. 900-917
    • Aertsen, A.M.H.J.1    Gerstein, G.L.2    Habib, M.K.3    Palm, G.4
  • 4
    • 0002812334 scopus 로고
    • Dynamics of activity and connectivity in physiological neuronal networks
    • H. G. Schuster (Ed.). New York: VCH Publishers
    • Aertsen, A. M. H. J. & Preissl, H. (1991). Dynamics of activity and connectivity in physiological neuronal networks. In H. G. Schuster (Ed.), Nonlinear dynamics and neuronal networks. New York: VCH Publishers.
    • (1991) Nonlinear Dynamics and Neuronal Networks
    • Aertsen, A.M.H.J.1    Preissl, H.2
  • 5
    • 0034322442 scopus 로고    scopus 로고
    • Improvements to the sensitivity of gravitational clustering for multiple neuron recordings
    • Baker, S. N., & Gerstein, G. L. (2000). Improvements to the sensitivity of gravitational clustering for multiple neuron recordings. Neural Computation, 12, 2597-2620.
    • (2000) Neural Computation , vol.12 , pp. 2597-2620
    • Baker, S.N.1    Gerstein, G.L.2
  • 7
    • 0030854720 scopus 로고    scopus 로고
    • Multistability of cognitive maps in the hippocampus of old rats
    • Barnes, C. A., Suster, M. S., Shen, J., & McNaughton, B. L. (1997). Multistability of cognitive maps in the hippocampus of old rats. Nature, 388, 272-275.
    • (1997) Nature , vol.388 , pp. 272-275
    • Barnes, C.A.1    Suster, M.S.2    Shen, J.3    McNaughton, B.L.4
  • 12
    • 0000040173 scopus 로고
    • The identification of point process systems
    • Brillinger, D. R. (1975b). The identification of point process systems. Annals of Probability, 3, 909-929.
    • (1975) Annals of Probability , vol.3 , pp. 909-929
    • Brillinger, D.R.1
  • 13
    • 0003281213 scopus 로고
    • Estimation of the second-order intensities of a bivariate stationary point process
    • Brillinger, D. R. (1976a). Estimation of the second-order intensities of a bivariate stationary point process. Journal of the Royal Statistical Society B, 38, 60-66.
    • (1976) Journal of the Royal Statistical Society B , vol.38 , pp. 60-66
    • Brillinger, D.R.1
  • 14
    • 0017159134 scopus 로고
    • Identification of synaptic interactions
    • Brillinger, D. R. (1976b). Identification of synaptic interactions. Biological Cybernetics, 22, 213-228.
    • (1976) Biological Cybernetics , vol.22 , pp. 213-228
    • Brillinger, D.R.1
  • 15
    • 0023686914 scopus 로고
    • Maximum likelihood analysis of spike trains of interacting nerve cells
    • Brillinger, D. R. (1988a). Maximum likelihood analysis of spike trains of interacting nerve cells. Biological Cybernetics, 59, 189-200.
    • (1988) Biological Cybernetics , vol.59 , pp. 189-200
    • Brillinger, D.R.1
  • 16
    • 0023926904 scopus 로고
    • The maximum likelihood approach to the identification of neuronal firing systems
    • Brillinger, D. R. (1988b). The maximum likelihood approach to the identification of neuronal firing systems. Annals of Biomedical Engineering, 16, 3-16.
    • (1988) Annals of Biomedical Engineering , vol.16 , pp. 3-16
    • Brillinger, D.R.1
  • 17
    • 0000059288 scopus 로고
    • Nerve cell spike train data analysis: A progression of technique
    • Brillinger, D. R. (1992). Nerve cell spike train data analysis: A progression of technique. Journal of the American Statistical Association, 87, 260-271.
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 260-271
    • Brillinger, D.R.1
  • 18
    • 0032433622 scopus 로고    scopus 로고
    • Slow covariations in neuronal resting potentials can lead to artefactually fast cross-correlations in their spike trains
    • Brody, C. D. (1998). Slow covariations in neuronal resting potentials can lead to artefactually fast cross-correlations in their spike trains. Journal of Neurophysiology, 50, 3345-3351.
    • (1998) Journal of Neurophysiology , vol.50 , pp. 3345-3351
    • Brody, C.D.1
  • 19
    • 0000252714 scopus 로고    scopus 로고
    • Disambiguating different covariation types
    • Brody, C. D. (1999a). Disambiguating different covariation types. Neural Computation, 11, 1527-1535.
    • (1999) Neural Computation , vol.11 , pp. 1527-1535
    • Brody, C.D.1
  • 20
    • 0347506358 scopus 로고    scopus 로고
    • Correlations without synchrony
    • Brody, C. D. (1999b). Correlations without synchrony. Neural Computation, 11, 1537-1551.
    • (1999) Neural Computation , vol.11 , pp. 1537-1551
    • Brody, C.D.1
  • 22
    • 0036482863 scopus 로고    scopus 로고
    • The time-rescaling theorem and its application to neural spike train data analysis
    • Brown, E. N., Barbieri, R., Ventura, V., Kass, R. E., & Frank, L. M. (2002). The time-rescaling theorem and its application to neural spike train data analysis. Neural Computation, 14, 325-346.
    • (2002) Neural Computation , vol.14 , pp. 325-346
    • Brown, E.N.1    Barbieri, R.2    Ventura, V.3    Kass, R.E.4    Frank, L.M.5
  • 23
    • 0032530363 scopus 로고    scopus 로고
    • A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells
    • Brown, E. N., Frank, L. M., Tang, D., Quirk, M., & Wilson, M. A. (1998). A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. Journal of Neuroscience, 18, 7411-7425.
    • (1998) Journal of Neuroscience , vol.18 , pp. 7411-7425
    • Brown, E.N.1    Frank, L.M.2    Tang, D.3    Quirk, M.4    Wilson, M.A.5
  • 24
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-the-art and future challenges
    • Brown, E. N., Kass, R. E., & Mitra, P. P. (2004). Multiple neural spike train data analysis: State-of-the-art and future challenges. Nature Neuroscience, 7, 456-461.
    • (2004) Nature Neuroscience , vol.7 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3
  • 25
    • 0023688346 scopus 로고
    • Maximum likelihood identification of neuronal point process systems
    • Chornoboy, E. S., Schramm, L. P., & Karr, A. F. (1988). Maximum likelihood identification of neuronal point process systems. Biological Cybernetics, 59, 265-275.
    • (1988) Biological Cybernetics , vol.59 , pp. 265-275
    • Chornoboy, E.S.1    Schramm, L.P.2    Karr, A.F.3
  • 28
    • 0026331953 scopus 로고
    • Neuronal pair and triplet interactions in the auditory midbrain of the leopard frog
    • Eggermont, J. J. (1991). Neuronal pair and triplet interactions in the auditory midbrain of the leopard frog. Journal of Neurophysiology, 66, 1549-1563.
    • (1991) Journal of Neurophysiology , vol.66 , pp. 1549-1563
    • Eggermont, J.J.1
  • 29
    • 0023908856 scopus 로고
    • Cortical auditory neuron interactions during presentation of 3-tone sequences: Effective connectivity
    • Espinosa, I. E., & Gerstein, G. L. (1988). Cortical auditory neuron interactions during presentation of 3-tone sequences: Effective connectivity. Brain Research, 450, 39-50.
    • (1988) Brain Research , vol.450 , pp. 39-50
    • Espinosa, I.E.1    Gerstein, G.L.2
  • 31
    • 0022322633 scopus 로고
    • Representation of cooperative firing activity among simultaneously recorded neurons
    • Gerstein, G. L., & Aertsen, A. M. H. J. (1985). Representation of cooperative firing activity among simultaneously recorded neurons. Journal of Neurophysiology, 54, 1513-1528.
    • (1985) Journal of Neurophysiology , vol.54 , pp. 1513-1528
    • Gerstein, G.L.1    Aertsen, A.M.H.J.2
  • 32
    • 0014680923 scopus 로고
    • Simultaneously recorded trains of action potentials: Analysis and functional interpretation
    • Gerstein, G. L., & Perkel, D. H. (1969). Simultaneously recorded trains of action potentials: Analysis and functional interpretation. Science, 164, 828-830.
    • (1969) Science , vol.164 , pp. 828-830
    • Gerstein, G.L.1    Perkel, D.H.2
  • 33
    • 0015332584 scopus 로고
    • Mutual temporal relationships among neuronal spike trains: Statistical techniques for display and analysis
    • Gerstein, G. L., & Perkel, D. H. (1972). Mutual temporal relationships among neuronal spike trains: Statistical techniques for display and analysis. Biophysical Journal, 12, 453-473.
    • (1972) Biophysical Journal , vol.12 , pp. 453-473
    • Gerstein, G.L.1    Perkel, D.H.2
  • 34
    • 0021928536 scopus 로고
    • Cooperative firing activity in simultaneously recorded populations of neurons: Detection and measurement
    • Gerstein, G. L., Perkel, D. H., & Dayhoff, J. E. (1985). Cooperative firing activity in simultaneously recorded populations of neurons: Detection and measurement. Journal of Neuroscience, 5, 881-889.
    • (1985) Journal of Neuroscience , vol.5 , pp. 881-889
    • Gerstein, G.L.1    Perkel, D.H.2    Dayhoff, J.E.3
  • 35
    • 0025255360 scopus 로고
    • Dynamic temporal properties of effective connections in rat dorsal cochlear nucleus
    • Gochin, P. M., Gerstein, G. L., & Kaltenbach, J. A. (1990). Dynamic temporal properties of effective connections in rat dorsal cochlear nucleus. Brain Research, 510, 195-202.
    • (1990) Brain Research , vol.510 , pp. 195-202
    • Gochin, P.M.1    Gerstein, G.L.2    Kaltenbach, J.A.3
  • 36
    • 0025872571 scopus 로고
    • Functional interactions among neurons in inferior temporal cortex of the awake macaque
    • Gochin, P. M., Miller, E. K., Gross, C. G., & Gerstein, G. L. (1991). Functional interactions among neurons in inferior temporal cortex of the awake macaque. Experimental Brain Research, 84, 505-516.
    • (1991) Experimental Brain Research , vol.84 , pp. 505-516
    • Gochin, P.M.1    Miller, E.K.2    Gross, C.G.3    Gerstein, G.L.4
  • 37
    • 0000531113 scopus 로고
    • Multivariate point processes: Predictable projection, radon nikodym derivatives, representation of martingales
    • Jacod, J. (1975). Multivariate point processes: Predictable projection, radon nikodym derivatives, representation of martingales. Z. Wahrsch. Verw. Geb., 31, 235-253.
    • (1975) Z. Wahrsch. Verw. Geb. , vol.31 , pp. 235-253
    • Jacod, J.1
  • 40
    • 0014962681 scopus 로고
    • Plasticity of synchronous activity in a small neural net
    • Kristan, W. B. Jr., & Gerstein, G. L. (1970). Plasticity of synchronous activity in a small neural net. Science, 169, 1336-1339.
    • (1970) Science , vol.169 , pp. 1336-1339
    • Kristan Jr., W.B.1    Gerstein, G.L.2
  • 41
    • 0037137681 scopus 로고    scopus 로고
    • Memory of sequential experience in the hippocampus during slow wave sleep
    • Lee, A. K., & Wilson, M. A. (2002). Memory of sequential experience in the hippocampus during slow wave sleep. Neuron, 36, 1183-1194.
    • (2002) Neuron , vol.36 , pp. 1183-1194
    • Lee, A.K.1    Wilson, M.A.2
  • 42
    • 4644316327 scopus 로고    scopus 로고
    • A combinatorial method for analyzing sequential firing patterns involving an arbitrary number of neurons based on relative time order
    • Lee, A. K., & Wilson, M. A. (2004). A combinatorial method for analyzing sequential firing patterns involving an arbitrary number of neurons based on relative time order. Journal of Neurophysiology, 92, 2555-2573.
    • (2004) Journal of Neurophysiology , vol.92 , pp. 2555-2573
    • Lee, A.K.1    Wilson, M.A.2
  • 43
    • 0041737533 scopus 로고    scopus 로고
    • A report of the functional connectivity workshop, Dusseldorf 2002
    • Lee, L., Harrison, L. M., & Mechelli, A. (2003). A report of the functional connectivity workshop, Dusseldorf 2002. Neuroimage, 19, 457-465.
    • (2003) Neuroimage , vol.19 , pp. 457-465
    • Lee, L.1    Harrison, L.M.2    Mechelli, A.3
  • 45
    • 0032788557 scopus 로고    scopus 로고
    • Multimodal medullary neurons and correlational linkages of the respiratory network
    • Li, Z., Morris, K. F., Baekey, D. M., Shannon, R., & Lindsey, B. G. (1999). Multimodal medullary neurons and correlational linkages of the respiratory network. Journal of Neurophysiology, 82, 188-201.
    • (1999) Journal of Neurophysiology , vol.82 , pp. 188-201
    • Li, Z.1    Morris, K.F.2    Baekey, D.M.3    Shannon, R.4    Lindsey, B.G.5
  • 46
    • 0026748466 scopus 로고
    • Functional connectivity between brain stem midline neurons with respiratory-modulated firing rates
    • Lindsey, B. G., Hernandez, Y. M., Morris, K. F., & Shannon, R. (1992). Functional connectivity between brain stem midline neurons with respiratory-modulated firing rates. Journal of Neurophysiology, 67, 890-904.
    • (1992) Journal of Neurophysiology , vol.67 , pp. 890-904
    • Lindsey, B.G.1    Hernandez, Y.M.2    Morris, K.F.3    Shannon, R.4
  • 47
    • 0035135429 scopus 로고    scopus 로고
    • Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep
    • Louie, K., & Wilson, M. A. (2001). Temporally structured replay of awake hippocampal ensemble activity during rapid eye movement sleep. Neuron, 29, 145-156.
    • (2001) Neuron , vol.29 , pp. 145-156
    • Louie, K.1    Wilson, M.A.2
  • 49
    • 0020618244 scopus 로고
    • The contributions of position, direction, and velocity to single unit activity in the hippocampus of freely-moving rats
    • McNaughton, B. L., Barnes, C. A., & O'Keefe, J. (1983). The contributions of position, direction, and velocity to single unit activity in the hippocampus of freely-moving rats. Experimental Brain Research, 52, 41-49.
    • (1983) Experimental Brain Research , vol.52 , pp. 41-49
    • McNaughton, B.L.1    Barnes, C.A.2    O'Keefe, J.3
  • 51
    • 0023273833 scopus 로고
    • Spatial firing patterns of hippocampal complex-spike cells in a fixed environment
    • Muller, R. U., Kubie, J. L., & Ranck, J. B. Jr. (1987). Spatial firing patterns of hippocampal complex-spike cells in a fixed environment. Journal of Neuroscience, 7, 1935-1950.
    • (1987) Journal of Neuroscience , vol.7 , pp. 1935-1950
    • Muller, R.U.1    Kubie, J.L.2    Ranck Jr., J.B.3
  • 53
    • 0015145985 scopus 로고
    • The hippocampus as a spatial map: Preliminary evidence from unit activity in the freely moving rat
    • O'Keefe, J., & Dostrovsky, J. (1971). The hippocampus as a spatial map: Preliminary evidence from unit activity in the freely moving rat. Brain Research, 34, 171-175.
    • (1971) Brain Research , vol.34 , pp. 171-175
    • O'Keefe, J.1    Dostrovsky, J.2
  • 54
    • 0027261536 scopus 로고
    • Phase relationship between hippocampal place units and the EEC theta rhythm
    • O'Keefe, J., & Recce, M. L. (1993). Phase relationship between hippocampal place units and the EEC theta rhythm. Hippocampus, 3, 317-330.
    • (1993) Hippocampus , vol.3 , pp. 317-330
    • O'Keefe, J.1    Recce, M.L.2
  • 55
    • 0033020751 scopus 로고    scopus 로고
    • Stochastic nature of precisely timed spike patterns in visual system neuronal responses
    • Oram, M. W., Wiener, M. C., Lestienne, R., & Richmond, B. J. (1999). Stochastic nature of precisely timed spike patterns in visual system neuronal responses. Journal of Neurophysiology, 81, 3021-3033.
    • (1999) Journal of Neurophysiology , vol.81 , pp. 3021-3033
    • Oram, M.W.1    Wiener, M.C.2    Lestienne, R.3    Richmond, B.J.4
  • 56
    • 0023897920 scopus 로고
    • On the significance of correlations among neuronal spike trains
    • Palm, G., Aertsen, A. M. H. J., & Gerstein, G. L. (1988). On the significance of correlations among neuronal spike trains. Biological Cybernetics, 59, 1-11.
    • (1988) Biological Cybernetics , vol.59 , pp. 1-11
    • Palm, G.1    Aertsen, A.M.H.J.2    Gerstein, G.L.3
  • 58
    • 0014104894 scopus 로고
    • Neuronal spike trains and stochastic point processes II. Simultaneous spike trains
    • Perkel, D. H., Gerstein, G. L., & Moore, G. P. (1967). Neuronal spike trains and stochastic point processes II. Simultaneous spike trains. Biophysical Journal, 7, 419-440.
    • (1967) Biophysical Journal , vol.7 , pp. 419-440
    • Perkel, D.H.1    Gerstein, G.L.2    Moore, G.P.3
  • 59
    • 0038119628 scopus 로고    scopus 로고
    • Non-parametric significance estimation of joint-spike events by shuffling and resampling
    • Pipa, G., & Grün, S. (2003). Non-parametric significance estimation of joint-spike events by shuffling and resampling. Neurocomputing, 52-54, 31-37.
    • (2003) Neurocomputing , vol.52-54 , pp. 31-37
    • Pipa, G.1    Grün, S.2
  • 60
    • 0034235665 scopus 로고    scopus 로고
    • Changes in functional connectivity in orbitofrontal cortex and basolateral amygdala during learning and reversal training
    • Schoenbaum, G., Chiba, A. A., & Gallagher, M. (2000). Changes in functional connectivity in orbitofrontal cortex and basolateral amygdala during learning and reversal training. Journal of Neuroscience, 20, 5179-5189.
    • (2000) Journal of Neuroscience , vol.20 , pp. 5179-5189
    • Schoenbaum, G.1    Chiba, A.A.2    Gallagher, M.3
  • 61
    • 0034657149 scopus 로고    scopus 로고
    • Functional Connectivity among ventrolateral medullary respiratory neurons and responses during fictive cough in the cat
    • 525.1
    • Shannon, R., Baekey, D. M., Morris, K. F., Li, Z., & Lindsey, B. G. (2000). Functional Connectivity among ventrolateral medullary respiratory neurons and responses during fictive cough in the cat. Journal of Physiology, 525.1, 207-224.
    • (2000) Journal of Physiology , pp. 207-224
    • Shannon, R.1    Baekey, D.M.2    Morris, K.F.3    Li, Z.4    Lindsey, B.G.5
  • 62
    • 0030012117 scopus 로고    scopus 로고
    • Replay of neuronal firing sequences in rat hippocampus during sleep following spatial experience
    • Skaggs, W. E., & McNaughton, B. L. (1996). Replay of neuronal firing sequences in rat hippocampus during sleep following spatial experience. Science, 271, 1870-1873.
    • (1996) Science , vol.271 , pp. 1870-1873
    • Skaggs, W.E.1    McNaughton, B.L.2
  • 63
    • 0032531849 scopus 로고    scopus 로고
    • Spatial firing properties of hippocampal CA1 populations in an environment containing two visually identical regions
    • Skaggs, W. E., & McNaughton, B. L. (1998). Spatial firing properties of hippocampal CA1 populations in an environment containing two visually identical regions. Journal of Neuroscience, 18, 8455-8466.
    • (1998) Journal of Neuroscience , vol.18 , pp. 8455-8466
    • Skaggs, W.E.1    McNaughton, B.L.2
  • 67
    • 0028921592 scopus 로고
    • Dynamics of neuronal interactions in monkey cortex in relation to behavioral events
    • Vaadia, E., Haalman, I., Abeles, M., Bergman, H., Prut, Y., Slovin, H., & Aertsen, A. (1995). Dynamics of neuronal interactions in monkey cortex in relation to behavioral events. Nature, 373, 515-518.
    • (1995) Nature , vol.373 , pp. 515-518
    • Vaadia, E.1    Haalman, I.2    Abeles, M.3    Bergman, H.4    Prut, Y.5    Slovin, H.6    Aertsen, A.7
  • 68
    • 0023016187 scopus 로고
    • Maximum likelihood estimations in a nonlinear self-exciting point process model
    • van den Boogaard, H. (1986). Maximum likelihood estimations in a nonlinear self-exciting point process model. Biological Cybernetics, 55, 219-225.
    • (1986) Biological Cybernetics , vol.55 , pp. 219-225
    • Van Den Boogaard, H.1
  • 69
    • 0027440875 scopus 로고
    • Dynamics of the hippocampal ensemble code for space
    • Wilson, M. A., & McNaughton, B. L. (1993). Dynamics of the hippocampal ensemble code for space. Science, 261, 1055-1058.
    • (1993) Science , vol.261 , pp. 1055-1058
    • Wilson, M.A.1    McNaughton, B.L.2
  • 70
    • 0028095260 scopus 로고
    • Reactivation of hippocampal ensemble memories during sleep
    • Wilson, M. A., & McNaughton, B. L. (1994). Reactivation of hippocampal ensemble memories during sleep. Science, 265, 676-679.
    • (1994) Science , vol.265 , pp. 676-679
    • Wilson, M.A.1    McNaughton, B.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.