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Volumn 99, Issue 5, 2008, Pages 2672-2693

Analysis of between-trial and within-trial neural spiking dynamics

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BRAIN DEPTH STIMULATION; BRAIN REGION; CELL ACTIVITY; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; MONKEY; NERVE CELL; NONHUMAN; PRIORITY JOURNAL; ALGORITHM; ANIMAL; BIOLOGICAL MODEL; CYTOLOGY; ELECTROPHYSIOLOGY; ELECTROSTIMULATION; HIPPOCAMPUS; MACACA; METHODOLOGY; PHYSIOLOGY; REPRODUCIBILITY; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICS;

EID: 47549084085     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00343.2007     Document Type: Article
Times cited : (94)

References (72)
  • 1
    • 0019981411 scopus 로고
    • Quantification, smoothing, and confidence limits for single-units' histograms
    • Abeles M. Quantification, smoothing, and confidence limits for single-units' histograms. J Neurosci Methods 5: 317-325, 1982.
    • (1982) J Neurosci Methods , vol.5 , pp. 317-325
    • Abeles, M.1
  • 4
    • 0023686914 scopus 로고
    • Maximum likelihood analysis of spike trains of interacting nerve cells
    • Brillinger DR. Maximum likelihood analysis of spike trains of interacting nerve cells. Biol Cybern 59: 189-200, 1988.
    • (1988) Biol Cybern , vol.59 , pp. 189-200
    • Brillinger, D.R.1
  • 5
    • 1542615171 scopus 로고    scopus 로고
    • Recursive Bayesian decoding of motor cortical signals by particle filtering
    • Brockwell AE, Rojas AL, Kass RE. Recursive Bayesian decoding of motor cortical signals by particle filtering. J Neurophysiol 91: 1899-1907, 2004.
    • (2004) J Neurophysiol , vol.91 , pp. 1899-1907
    • Brockwell, A.E.1    Rojas, A.L.2    Kass, R.E.3
  • 6
    • 0000252714 scopus 로고    scopus 로고
    • Disambiguating different covariation types
    • Brody CD. Disambiguating different covariation types. Neural Comput 11: 1527-1535, 1999.
    • (1999) Neural Comput , vol.11 , pp. 1527-1535
    • Brody, C.D.1
  • 7
    • 35348899125 scopus 로고    scopus 로고
    • Theory of point processes for neural systems
    • edited by Chow CC, Gutkin B, Hansel D, Meunier C, Dalibard J. Paris: Elsevier
    • Brown EN. Theory of point processes for neural systems. In: Methods and Models in Neurophysics, edited by Chow CC, Gutkin B, Hansel D, Meunier C, Dalibard J. Paris: Elsevier, 2005, p. 691-726.
    • (2005) Methods and Models in Neurophysics , pp. 691-726
    • Brown, E.N.1
  • 9
    • 0036482863 scopus 로고    scopus 로고
    • The time-rescaling theorem and its application to neural spike train data analysis
    • Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM. The time-rescaling theorem and its application to neural spike train data analysis. Neural Comput 14: 325-346, 2002.
    • (2002) Neural Comput , vol.14 , pp. 325-346
    • Brown, E.N.1    Barbieri, R.2    Ventura, V.3    Kass, R.E.4    Frank, L.M.5
  • 10
    • 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 EN, Frank LM, Tang D, Quirk MC, Wilson MA. A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. J Neurosci 18: 7411-7425, 1998.
    • (1998) J Neurosci , vol.18 , pp. 7411-7425
    • Brown, E.N.1    Frank, L.M.2    Tang, D.3    Quirk, M.C.4    Wilson, M.A.5
  • 11
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-the-art and future challenges
    • Brown EN, Kass RE, Mitra PP. Multiple neural spike train data analysis: state-of-the-art and future challenges. Nat Neurosci 7: 456-461, 2004.
    • (2004) Nat Neurosci , vol.7 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3
  • 12
    • 0035834128 scopus 로고    scopus 로고
    • An analysis of neural receptive field plasticity by point process adaptive filtering
    • Brown EN, Nguyen DP, Frank LM, Wilson MA, Solo V. An analysis of neural receptive field plasticity by point process adaptive filtering. Proc Natl Acad Sci USA 98: 12261-12266, 2001.
    • (2001) Proc Natl Acad Sci USA , vol.98 , pp. 12261-12266
    • Brown, E.N.1    Nguyen, D.P.2    Frank, L.M.3    Wilson, M.A.4    Solo, V.5
  • 17
    • 0043169189 scopus 로고
    • Covariances for smoothed estimates in state space models
    • deJong P, MacKinnon MJ. Covariances for smoothed estimates in state space models. Biometrika 75: 601-602, 1988.
    • (1988) Biometrika , vol.75 , pp. 601-602
    • deJong, P.1    MacKinnon, M.J.2
  • 18
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm (with discussion)
    • Dempster AP, Laird NM, Rubin DB. Maximum likelihood from incomplete data via the EM algorithm (with discussion). J R Stat Soc B 39: 1-38, 1977.
    • (1977) J R Stat Soc B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 19
    • 34250633136 scopus 로고    scopus 로고
    • Optimal sensorimotor integration in recurrent cortical networks: A neural implementation of Kalman filters
    • Deneve S, Duhamel JR, Pouget A. Optimal sensorimotor integration in recurrent cortical networks: a neural implementation of Kalman filters. J Neurosci 27: 5744-5756, 2007.
    • (2007) J Neurosci , vol.27 , pp. 5744-5756
    • Deneve, S.1    Duhamel, J.R.2    Pouget, A.3
  • 20
    • 0003646028 scopus 로고    scopus 로고
    • Dey DK, Ghosh SK, Mallick BK. Editors, New York: Marcel Dekker
    • Dey DK, Ghosh SK, Mallick BK. Editors. Generalized Linear Models: A Bayesian Perspective. New York: Marcel Dekker, 2000.
    • (2000) Generalized Linear Models: A Bayesian Perspective
  • 22
    • 1842733199 scopus 로고    scopus 로고
    • Dynamic analysis of neural encoding by point process adaptive filtering
    • Eden UT, Frank LM, Barbieri R, Solo V, Brown EN. Dynamic analysis of neural encoding by point process adaptive filtering. Neural Comput 16: 971-998, 2004.
    • (2004) Neural Comput , vol.16 , pp. 971-998
    • Eden, U.T.1    Frank, L.M.2    Barbieri, R.3    Solo, V.4    Brown, E.N.5
  • 23
    • 0022529479 scopus 로고
    • Normal olfactory discrimination learning set and facilitation of reversal learning after medial temporal damage to rats: Implications for an account of preserved learning abilities in amnesia
    • Eichenbaum H, Fagan A, Cohen NJ. Normal olfactory discrimination learning set and facilitation of reversal learning after medial temporal damage to rats: implications for an account of preserved learning abilities in amnesia. J Neurosci 6: 1876-1884, 1986.
    • (1986) J Neurosci , vol.6 , pp. 1876-1884
    • Eichenbaum, H.1    Fagan, A.2    Cohen, N.J.3
  • 24
    • 33847716709 scopus 로고    scopus 로고
    • Construction of point process adaptive filter algorithms for neural systems using sequential Monte Carlo methods
    • Ergun A, Barbieri R, Eden UT, Wilson MA, Brown EN. Construction of point process adaptive filter algorithms for neural systems using sequential Monte Carlo methods. IEEE Trans Biomed Eng 54: 419-428, 2007.
    • (2007) IEEE Trans Biomed Eng , vol.54 , pp. 419-428
    • Ergun, A.1    Barbieri, R.2    Eden, U.T.3    Wilson, M.A.4    Brown, E.N.5
  • 26
    • 0036581332 scopus 로고    scopus 로고
    • Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: An adaptive filtering approach
    • Frank LM, Eden UT, Solo V, Wilson MA, Brown EN. Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach. J Neurosci 22: 3817-3830, 2002.
    • (2002) J Neurosci , vol.22 , pp. 3817-3830
    • Frank, L.M.1    Eden, U.T.2    Solo, V.3    Wilson, M.A.4    Brown, E.N.5
  • 27
    • 4444262376 scopus 로고    scopus 로고
    • Hippocampal plasticity across multiple days of exposure to novel environments
    • Frank LM, Stanley GB, Brown EN. Hippocampal plasticity across multiple days of exposure to novel environments. J Neurosci 24: 7681-7689, 2004.
    • (2004) J Neurosci , vol.24 , pp. 7681-7689
    • Frank, L.M.1    Stanley, G.B.2    Brown, E.N.3
  • 28
    • 0034007557 scopus 로고    scopus 로고
    • Cortical correlates of learning in monkeys adapting to a new dynamical environment
    • Gandolfo F, Li C, Benda BJ, Schioppa CP, Bizzi E. Cortical correlates of learning in monkeys adapting to a new dynamical environment. Proc Natl Acad Sci USA 97: 2259-2263, 2000.
    • (2000) Proc Natl Acad Sci USA , vol.97 , pp. 2259-2263
    • Gandolfo, F.1    Li, C.2    Benda, B.J.3    Schioppa, C.P.4    Bizzi, E.5
  • 30
    • 0009902759 scopus 로고
    • Analysis of firing patterns in single neurons
    • Gerstein GL. Analysis of firing patterns in single neurons. Science 131: 1811-1812, 1960.
    • (1960) Science , vol.131 , pp. 1811-1812
    • Gerstein, G.L.1
  • 31
    • 0002318041 scopus 로고
    • An approach to the quantitative analysis of electrophysiological data from single neurons
    • Gerstein GL, Kiang NY-S. An approach to the quantitative analysis of electrophysiological data from single neurons. Biophys J 1: 15-28, 1960.
    • (1960) Biophys J , vol.1 , pp. 15-28
    • Gerstein, G.L.1    Kiang, N.Y.-S.2
  • 34
    • 0003684449 scopus 로고    scopus 로고
    • The Elements of Statistical Learning: Data Mining, Inference, and Prediction
    • New York: Springer Science
    • Hastie T, Tibshirani R, Friedman JH. The Elements of Statistical Learning: Data Mining, Inference, and Prediction (Springer Series in Statistics). New York: Springer Science, 2003.
    • (2003) Springer Series in Statistics
    • Hastie, T.1    Tibshirani, R.2    Friedman, J.H.3
  • 36
    • 33845882729 scopus 로고    scopus 로고
    • Coordinated memory replay in the visual cortex and hippocampus during sleep
    • Ji D, Wilson MA. Coordinated memory replay in the visual cortex and hippocampus during sleep. Nat Neurosci 10: 100-107, 2007.
    • (2007) Nat Neurosci , vol.10 , pp. 100-107
    • Ji, D.1    Wilson, M.A.2
  • 38
    • 0020645741 scopus 로고
    • The reorganization of somatosensory cortex following peripheral nerve damage in adult and developing mammals
    • Kaas, JH, Merzenich MM, Killackey HP. The reorganization of somatosensory cortex following peripheral nerve damage in adult and developing mammals. Annu Rev Neurosci 6: 325-356, 1983.
    • (1983) Annu Rev Neurosci , vol.6 , pp. 325-356
    • Kaas, J.H.1    Merzenich, M.M.2    Killackey, H.P.3
  • 39
    • 0035432526 scopus 로고    scopus 로고
    • A spike train probability model
    • Kass RE, Ventura V. A spike train probability model. Neural Comput 13: 1713-1720, 2001.
    • (2001) Neural Comput , vol.13 , pp. 1713-1720
    • Kass, R.E.1    Ventura, V.2
  • 40
    • 21544439557 scopus 로고    scopus 로고
    • Statistical issues in the analysis of neuronal data
    • Kass RE, Ventura V, Brown EN. Statistical issues in the analysis of neuronal data. J Neurophysiol 94: 8-25, 2005.
    • (2005) J Neurophysiol , vol.94 , pp. 8-25
    • Kass, R.E.1    Ventura, V.2    Brown, E.N.3
  • 42
    • 0001627420 scopus 로고    scopus 로고
    • Smoothness Priors Analysis of Time Series
    • New York: Springer-Verlag
    • Kitagawa G, Gersch W. Smoothness Priors Analysis of Time Series (Lecture Notes in Statistics, vol. 116). New York: Springer-Verlag, 1996.
    • (1996) Lecture Notes in Statistics , vol.116
    • Kitagawa, G.1    Gersch, W.2
  • 43
    • 33748317747 scopus 로고    scopus 로고
    • Auditory cortical responses to electrical stimulation of the inferior colliculus: Implications for an auditory midbrain implant
    • Lim HH, Anderson DJ. Auditory cortical responses to electrical stimulation of the inferior colliculus: implications for an auditory midbrain implant. J Neurophysiol 96: 975-988, 2006.
    • (2006) J Neurophysiol , vol.96 , pp. 975-988
    • Lim, H.H.1    Anderson, D.J.2
  • 46
    • 0030744211 scopus 로고    scopus 로고
    • Experience-dependent, asymmetric expansion of hippocampal place fields
    • Mehta MR, Barnes CA, McNaughton BL. Experience-dependent, asymmetric expansion of hippocampal place fields. Proc Natl Acad Sci USA 94: 8918-8921, 1997.
    • (1997) Proc Natl Acad Sci USA , vol.94 , pp. 8918-8921
    • Mehta, M.R.1    Barnes, C.A.2    McNaughton, B.L.3
  • 49
    • 33745737351 scopus 로고    scopus 로고
    • Distinct time scales in cortical discrimination of natural sounds in songbirds
    • Narayan R, Graña G, Sen K. Distinct time scales in cortical discrimination of natural sounds in songbirds. J Neurophysiol 96: 252-258, 2006.
    • (2006) J Neurophysiol , vol.96 , pp. 252-258
    • Narayan, R.1    Graña, G.2    Sen, K.3
  • 50
    • 0012346731 scopus 로고
    • Statistical models for earthquake occurrences and residual analysis for point processes
    • Ogata Y. Statistical models for earthquake occurrences and residual analysis for point processes. J Am Stat Assoc 83: 9-27, 1988.
    • (1988) J Am Stat Assoc , vol.83 , pp. 9-27
    • Ogata, Y.1
  • 51
    • 9744274025 scopus 로고    scopus 로고
    • Maximum likelihood estimation of cascade point process neural encoding models
    • Paninski L. Maximum likelihood estimation of cascade point process neural encoding models. Network 4: 243-262, 2004.
    • (2004) Network , vol.4 , pp. 243-262
    • Paninski, L.1
  • 52
    • 57049135812 scopus 로고    scopus 로고
    • Pawitan Y. In All Likelihood: Statistical Modeling and Inference Using Likelihood. New York: Oxford Univ. Press, 2001.
    • Pawitan Y. In All Likelihood: Statistical Modeling and Inference Using Likelihood. New York: Oxford Univ. Press, 2001.
  • 53
    • 0014109171 scopus 로고
    • Neuronal spike trains and stochastic point processes. I. The single spike trains
    • Perkel DH, Gerstein GL, Moore GP. Neuronal spike trains and stochastic point processes. I. The single spike trains. Biophys J 7: 391-418, 1967.
    • (1967) Biophys J , vol.7 , pp. 391-418
    • Perkel, D.H.1    Gerstein, G.L.2    Moore, G.P.3
  • 56
    • 0028024043 scopus 로고
    • Noise, neural codes and cortical organization
    • Shadlen MN, Newsome WT. Noise, neural codes and cortical organization. Curr Opin Neurobiol 4: 569-579, 1994.
    • (1994) Curr Opin Neurobiol , vol.4 , pp. 569-579
    • Shadlen, M.N.1    Newsome, W.T.2
  • 59
    • 0038605051 scopus 로고    scopus 로고
    • Estimating a state-space model from point process observations
    • Smith AC, Brown EN. Estimating a state-space model from point process observations. Neural Comput 15: 965-991, 2003.
    • (2003) Neural Comput , vol.15 , pp. 965-991
    • Smith, A.C.1    Brown, E.N.2
  • 61
    • 14144252284 scopus 로고    scopus 로고
    • Analysis and design of behavioral experiments to characterize population learning
    • Smith AC, Stefani MR, Moghaddam B, Brown EN. Analysis and design of behavioral experiments to characterize population learning. J Neurophysiol 93: 1776-1792, 2005.
    • (2005) J Neurophysiol , vol.93 , pp. 1776-1792
    • Smith, A.C.1    Stefani, M.R.2    Moghaddam, B.3    Brown, E.N.4
  • 62
    • 33947169864 scopus 로고    scopus 로고
    • Bayesian analysis of interleaved learning and response bias in behavioral experiments
    • Smith AC, Wirth S, Wendy AS, Brown EN. Bayesian analysis of interleaved learning and response bias in behavioral experiments. J Neurophysiol 97: 2516-2524, 2007.
    • (2007) J Neurophysiol , vol.97 , pp. 2516-2524
    • Smith, A.C.1    Wirth, S.2    Wendy, A.S.3    Brown, E.N.4
  • 63
    • 33847745421 scopus 로고    scopus 로고
    • A state-space framework for movement control to dynamic goals through brain-driven interfaces
    • Srinivasan L, Brown EN. A state-space framework for movement control to dynamic goals through brain-driven interfaces. IEEE Trans Biomed Eng 54: 526-535, 2007a.
    • (2007) IEEE Trans Biomed Eng , vol.54 , pp. 526-535
    • Srinivasan, L.1    Brown, E.N.2
  • 64
    • 35348919678 scopus 로고    scopus 로고
    • General purpose filter design for neural prosthetic devices
    • Srinivasan L, Eden UT, Mitter SK, Brown EN. General purpose filter design for neural prosthetic devices. J Neurophysiol 98: 2456-2475, 2007b.
    • (2007) J Neurophysiol , vol.98 , pp. 2456-2475
    • Srinivasan, L.1    Eden, U.T.2    Mitter, S.K.3    Brown, E.N.4
  • 65
    • 33749446319 scopus 로고    scopus 로고
    • A spate-space analysis for reconstruction of goal-directed movement using neural signals
    • Srinivasan L, Eden UT, Willsky AS, Brown EN. A spate-space analysis for reconstruction of goal-directed movement using neural signals. Neural Comput 18: 2465-2494, 2006.
    • (2006) Neural Comput , vol.18 , pp. 2465-2494
    • Srinivasan, L.1    Eden, U.T.2    Willsky, A.S.3    Brown, E.N.4
  • 66
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity for spiking history, neural ensemble and extrinsic covariate effects
    • Truccolo W, Eden UT, Fellow MR, Donoghue JP, Brown EN. A point process framework for relating neural spiking activity for spiking history, neural ensemble and extrinsic covariate effects. J Neurophysiol 93: 1074-1089, 2005.
    • (2005) J Neurophysiol , vol.93 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellow, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 67
    • 24944547377 scopus 로고    scopus 로고
    • Trial-to-trial variability and its effect on time-varying dependency between two neurons
    • Ventura V, Cai C, Kass RE. Trial-to-trial variability and its effect on time-varying dependency between two neurons. J Neurophysiol 94: 2982-2939, 2005.
    • (2005) J Neurophysiol , vol.94 , pp. 2982-2939
    • Ventura, V.1    Cai, C.2    Kass, R.E.3
  • 68
    • 0037937825 scopus 로고    scopus 로고
    • Temporal aspects of neural coding in the retina and lateral geniculate
    • Victor JD. Temporal aspects of neural coding in the retina and lateral geniculate. Comput Neural Syst 10: R1-R66, 1999.
    • (1999) Comput Neural Syst , vol.10
    • Victor, J.D.1
  • 69
    • 0037567220 scopus 로고    scopus 로고
    • Single neurons in the monkey hippocampus and learning of new associations
    • Wirth S, Yanike M, Frank LM, Smith AC, Brown EN, Suzuki WA. Single neurons in the monkey hippocampus and learning of new associations. Science 300: 1578-1584, 2003.
    • (2003) Science , vol.300 , pp. 1578-1584
    • Wirth, S.1    Yanike, M.2    Frank, L.M.3    Smith, A.C.4    Brown, E.N.5    Suzuki, W.A.6
  • 70
    • 0032917112 scopus 로고    scopus 로고
    • Role of the hippocampal system in conditional motor learning: Mapping antecedents to action
    • Wise SP, Murray EA. Role of the hippocampal system in conditional motor learning: mapping antecedents to action. Hippocampus 9: 101-117, 1999.
    • (1999) Hippocampus , vol.9 , pp. 101-117
    • Wise, S.P.1    Murray, E.A.2
  • 71
    • 33644876951 scopus 로고    scopus 로고
    • Bayesian population decoding of motor cortical activity using a Kalman filter
    • Wu W, Gao Y, Bienenstock E, Donoghue JP, Black MJ. Bayesian population decoding of motor cortical activity using a Kalman filter. Neural Comput 18: 80-118, 2006.
    • (2006) Neural Comput , vol.18 , pp. 80-118
    • Wu, W.1    Gao, Y.2    Bienenstock, E.3    Donoghue, J.P.4    Black, M.J.5


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