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Volumn 103, Issue 1, 2010, Pages 591-602

Hierarchical bayesian modeling and Markov chain Monte Carlo sampling for tuning-curve analysis

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BAYES THEOREM; MONTE CARLO METHOD; MOTOR CORTEX; NERVE CONDUCTION; NERVE POTENTIAL; PRIORITY JOURNAL; PROBABILITY; SIMULATION; SPIKE WAVE; TUNING CURVE; VISUAL CORTEX;

EID: 74049083714     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00379.2009     Document Type: Article
Times cited : (32)

References (55)
  • 1
    • 0033958991 scopus 로고    scopus 로고
    • Directional tuning profiles of motor cortical cells
    • Amirikian B, Georgopulos AP. Directional tuning profiles of motor cortical cells. Neurosci Res 36: 73-79, 2000.
    • (2000) Neurosci Res , vol.36 , pp. 73-79
    • Amirikian, B.1    Georgopulos, A.P.2
  • 3
    • 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
  • 4
  • 5
    • 0033994239 scopus 로고    scopus 로고
    • Membrane potential and firing rate in cat primary visual cortex
    • Carandini M, Ferster D. Membrane potential and firing rate in cat primary visual cortex. J Neurosci 20: 470-484, 2000.
    • (2000) J Neurosci , vol.20 , pp. 470-484
    • Carandini, M.1    Ferster, D.2
  • 6
    • 1842715143 scopus 로고    scopus 로고
    • Marginal likelihood from the Metropolis-Hastings output
    • Chib S, Jeliazkov I. Marginal likelihood from the Metropolis-Hastings output. J Am Stat Assoc 96: 270-281, 2001.
    • (2001) J Am Stat Assoc , vol.96 , pp. 270-281
    • Chib, S.1    Jeliazkov, I.2
  • 9
    • 0010045457 scopus 로고    scopus 로고
    • Bayesian curve-fitting with free-knot splines
    • Dimatteo I, Genovese CR, Kass RE. Bayesian curve-fitting with free-knot splines. Biometrika 88: 1055-1071, 2001.
    • (2001) Biometrika , vol.88 , pp. 1055-1071
    • Dimatteo, I.1    Genovese, C.R.2    Kass, R.E.3
  • 10
    • 0035799697 scopus 로고    scopus 로고
    • Foci of orientation plasticity in visual cortex
    • Dragoi V, Rivadulla C, Sur M. Foci of orientation plasticity in visual cortex. Nature 411: 80-86, 2001.
    • (2001) Nature , vol.411 , pp. 80-86
    • Dragoi, V.1    Rivadulla, C.2    Sur, M.3
  • 11
    • 0033634841 scopus 로고    scopus 로고
    • Adaptation-induced plasticity of orientation tuning in adult visual cortex
    • Dragoi V, Sharma J, Sur M. Adaptation-induced plasticity of orientation tuning in adult visual cortex. Neuron 28: 287-298, 2000.
    • (2000) Neuron , vol.28 , pp. 287-298
    • Dragoi, V.1    Sharma, J.2    Sur, M.3
  • 12
    • 84964203940 scopus 로고
    • Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
    • Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Stat Sci 1: 54-75, 1986.
    • (1986) Stat Sci , vol.1 , pp. 54-75
    • Efron, B.1    Tibshirani, R.2
  • 15
    • 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
  • 17
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • Georgopoulos AP, Schwartz AB, Kettner RE. Neuronal population coding of movement direction. Science 233: 1416-1419, 1986.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Schwartz, A.B.2    Kettner, R.E.3
  • 18
    • 0034804723 scopus 로고    scopus 로고
    • Dynamics of the orientation-tuned membrane potential response in cat primary visual cortex
    • Gillespie DC, Lampl I, Anderson JS, Ferster D. Dynamics of the orientation-tuned membrane potential response in cat primary visual cortex. Nat Neurosci 4: 1014-1019, 2001.
    • (2001) Nat Neurosci , vol.4 , pp. 1014-1019
    • Gillespie, D.C.1    Lampl, I.2    Anderson, J.S.3    Ferster, D.4
  • 19
    • 70449311374 scopus 로고
    • Receptive fields of single neurons in the cat's striate cortex
    • Hubel DH, Wiesel TN. Receptive fields of single neurons in the cat's striate cortex. J Physiol 148: 574-591, 1959.
    • (1959) J Physiol , vol.148 , pp. 574-591
    • Hubel, D.H.1    Wiesel, T.N.2
  • 20
    • 33645410496 scopus 로고
    • Receptive fields, binocular interaction and functional architecture in the cat's visual cortex
    • Hubel DH, Wiesel TN. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J Physiol 160: 106-154, 1962.
    • (1962) J Physiol , vol.160 , pp. 106-154
    • Hubel, D.H.1    Wiesel, T.N.2
  • 22
    • 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
  • 23
    • 21844444549 scopus 로고    scopus 로고
    • Spline-based non-parametric regression for periodic functions and its application to directional tuning of neurons
    • Kaufman CG, Ventura V, Kass RE. Spline-based non-parametric regression for periodic functions and its application to directional tuning of neurons. Stat Med 24: 2255-2265, 2005.
    • (2005) Stat Med , vol.24 , pp. 2255-2265
    • Kaufman, C.G.1    Ventura, V.2    Kass, R.E.3
  • 24
    • 0034981958 scopus 로고    scopus 로고
    • Neuronal correlates of motor performance and motor learning in the primary motor cortex of monkeys adapting to an external force field
    • Li CS, Padoa-Schioppa C, Bizzi E. Neuronal correlates of motor performance and motor learning in the primary motor cortex of monkeys adapting to an external force field. Neuron 30: 593-607, 2001.
    • (2001) Neuron , vol.30 , pp. 593-607
    • Li, C.S.1    Padoa-Schioppa, C.2    Bizzi, E.3
  • 27
    • 0142019162 scopus 로고    scopus 로고
    • Orientation selectivity in pinwheel centers in cat striate cortex
    • Maldonado PE, Godecke I, Gray CM, Bonhoeffer T. Orientation selectivity in pinwheel centers in cat striate cortex. Science 276: 1551-1555, 1997.
    • (1997) Science , vol.276 , pp. 1551-1555
    • Maldonado, P.E.1    Godecke, I.2    Gray, C.M.3    Bonhoeffer, T.4
  • 29
    • 0032953456 scopus 로고    scopus 로고
    • Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4
    • McAdams CJ, Maunsell JH. Effects of attention on orientation-tuning functions of single neurons in macaque cortical area V4. J Neurosci 19: 431-441, 1999.
    • (1999) J Neurosci , vol.19 , pp. 431-441
    • McAdams, C.J.1    Maunsell, J.H.2
  • 31
    • 0028023437 scopus 로고
    • Orientation selectivity of cortical neurons during intracellular blockade of inhibition
    • Nelson S, Toth L, Sheth B, Sur M. Orientation selectivity of cortical neurons during intracellular blockade of inhibition. Science 265: 774-777, 1994.
    • (1994) Science , vol.265 , pp. 774-777
    • Nelson, S.1    Toth, L.2    Sheth, B.3    Sur, M.4
  • 32
    • 0348147518 scopus 로고    scopus 로고
    • An application of reversible-jump Markov chaine Monte Carlo to spike classification of multi-unit extracellular recordings
    • Nguyen DP, Frank LM, Brown EN. An application of reversible-jump Markov chaine Monte Carlo to spike classification of multi-unit extracellular recordings. Network Comput Neural Syst 14: 61-82, 2003.
    • (2003) Network Comput Neural Syst , vol.14 , pp. 61-82
    • Nguyen, D.P.1    Frank, L.M.2    Brown, E.N.3
  • 33
    • 14144249743 scopus 로고    scopus 로고
    • Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex
    • Ohki K, Chung S, Ch'ng YH, Kara P, Reid RC. Functional imaging with cellular resolution reveals precise micro-architecture in visual cortex. Nature 433: 597-603, 2005.
    • (2005) Nature , vol.433 , pp. 597-603
    • Ohki, K.1    Chung, S.2    Ch'ng, Y.H.3    Kara, P.4    Reid, R.C.5
  • 34
    • 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 Comput Neural Syst 15: 243-262, 2004.
    • (2004) Network Comput Neural Syst , vol.15 , pp. 243-262
    • Paninski, L.1
  • 35
    • 0347088824 scopus 로고    scopus 로고
    • Spatiotemporal tuning of motor cortical neurons for hand position and velocity
    • Paninski L, Fellows MR, Hatsopoulos NG, Donoghue JP. Spatiotemporal tuning of motor cortical neurons for hand position and velocity. J Neurophysiol 91: 515-532, 2003.
    • (2003) J Neurophysiol , vol.91 , pp. 515-532
    • Paninski, L.1    Fellows, M.R.2    Hatsopoulos, N.G.3    Donoghue, J.P.4
  • 36
    • 0036823946 scopus 로고    scopus 로고
    • When a good fit can be bad
    • Pitt MA, Myung IJ. When a good fit can be bad. Trends Cogn Sci 6: 421-425, 2002.
    • (2002) Trends Cogn Sci , vol.6 , pp. 421-425
    • Pitt, M.A.1    Myung, I.J.2
  • 37
    • 0030904203 scopus 로고    scopus 로고
    • Dynamics of orientation tuning in macaque primary visual cortex
    • Ringach DL, Hawken MJ, Shapley R. Dynamics of orientation tuning in macaque primary visual cortex. Nature 387: 281-284, 1997a.
    • (1997) Nature , vol.387 , pp. 281-284
    • Ringach, D.L.1    Hawken, M.J.2    Shapley, R.3
  • 38
    • 0038721839 scopus 로고    scopus 로고
    • Dynamics of orientation tuning in macaque V1: The role of global and tuned suppression
    • Ringach DL, Hawken MJ, Shapley R. Dynamics of orientation tuning in macaque V1: the role of global and tuned suppression. J Neurophysiol 90: 342-352, 2003.
    • (2003) J Neurophysiol , vol.90 , pp. 342-352
    • Ringach, D.L.1    Hawken, M.J.2    Shapley, R.3
  • 39
    • 0031239196 scopus 로고    scopus 로고
    • A subspace reverse-correlation technique for the study of visual neurons
    • Ringach DL, Sapiro G, Shapley R. A subspace reverse-correlation technique for the study of visual neurons. Vision Res 37: 2455-2464, 1997b.
    • (1997) Vision Res , vol.37 , pp. 2455-2464
    • Ringach, D.L.1    Sapiro, G.2    Shapley, R.3
  • 40
    • 0036662944 scopus 로고    scopus 로고
    • Orientation selectivity in macaque V1: Diversity and laminar dependence
    • Ringach DL, Shapley RM, Hawken MJ. Orientation selectivity in macaque V1: diversity and laminar dependence. J Neurosci 22: 5639-5651, 2002.
    • (2002) J Neurosci , vol.22 , pp. 5639-5651
    • Ringach, D.L.1    Shapley, R.M.2    Hawken, M.J.3
  • 42
    • 34248562081 scopus 로고    scopus 로고
    • Motor learning with unstable neural representations
    • Rokni U, Richardson AG, Bizzi E, Seung HS. Motor learning with unstable neural representations. Neuron 54: 653-666, 2007.
    • (2007) Neuron , vol.54 , pp. 653-666
    • Rokni, U.1    Richardson, A.G.2    Bizzi, E.3    Seung, H.S.4
  • 43
    • 84898946956 scopus 로고    scopus 로고
    • Evidence optimization techniques for estimating stimulus-response functions
    • Sahani M, Linden JF. Evidence optimization techniques for estimating stimulus-response functions. Adv Neural Inform Process Syst 15: 317-324, 2003.
    • (2003) Adv Neural Inform Process Syst , vol.15 , pp. 317-324
    • Sahani, M.1    Linden, J.F.2
  • 46
    • 0024371369 scopus 로고
    • Contrast adaptation in striate cortex of macaque
    • Sclar G, Lennie P, DePriest DD. Contrast adaptation in striate cortex of macaque. Vision Res 29: 747-755, 1989.
    • (1989) Vision Res , vol.29 , pp. 747-755
    • Sclar, G.1    Lennie, P.2    DePriest, D.D.3
  • 47
    • 0038179326 scopus 로고    scopus 로고
    • V1 neurons signal acquisition of an internal representation of stimulus location
    • Sharma J, Dragoi V, Tenenbaum JB, Miller EK, Sur M. V1 neurons signal acquisition of an internal representation of stimulus location. Science 300: 1758-1763, 2003.
    • (2003) Science , vol.300 , pp. 1758-1763
    • Sharma, J.1    Dragoi, V.2    Tenenbaum, J.B.3    Miller, E.K.4    Sur, M.5
  • 48
    • 2542438416 scopus 로고    scopus 로고
    • Characterization of neural responses with stochastic stimuli
    • 3rd ed, edited by Gazzaniga M. Cambridge, MA: MIT Press
    • Simoncelli EP, Paninski L, Pillow J, Schwartz O. Characterization of neural responses with stochastic stimuli. In: The New Cognitive Neurosciences (3rd ed.), edited by Gazzaniga M. Cambridge, MA: MIT Press 2004, p. 327-338.
    • (2004) The New Cognitive Neurosciences , pp. 327-338
    • Simoncelli, E.P.1    Paninski, L.2    Pillow, J.3    Schwartz, O.4
  • 49
    • 33644513420 scopus 로고    scopus 로고
    • Efficient auditory coding
    • Smith EC, Lewicki MS. Efficient auditory coding. Nature 439: 978-982, 2006.
    • (2006) Nature , vol.439 , pp. 978-982
    • Smith, E.C.1    Lewicki, M.S.2
  • 50
    • 74049156106 scopus 로고    scopus 로고
    • Somers DC, Dragoi V, Sur M. Orientation selectivity and its modulation by local and long-range connections in visual cortex. In: Cat Primary Visual Cortex, edited by Payne B, Peters A. New York: Academic, 2001, p. 471-520.
    • Somers DC, Dragoi V, Sur M. Orientation selectivity and its modulation by local and long-range connections in visual cortex. In: Cat Primary Visual Cortex, edited by Payne B, Peters A. New York: Academic, 2001, p. 471-520.
  • 51
    • 19544394871 scopus 로고    scopus 로고
    • Applying resampling methods to neurophysiological data
    • Stark E, Abeles M. Applying resampling methods to neurophysiological data. J Neurosci Methods 145: 133-144, 2005.
    • (2005) J Neurosci Methods , vol.145 , pp. 133-144
    • Stark, E.1    Abeles, M.2
  • 52
    • 0031601017 scopus 로고    scopus 로고
    • Orientation tuning curves: Empirical description and estimation of parameters
    • Swindale NV. Orientation tuning curves: empirical description and estimation of parameters. Biol Cybern 78: 45-56, 1998.
    • (1998) Biol Cybern , vol.78 , pp. 45-56
    • Swindale, N.V.1
  • 53
    • 24944545549 scopus 로고    scopus 로고
    • Statistical assessment of time-varying dependency between two neurons
    • Ventura V, Cai C, Kass RE. Statistical assessment of time-varying dependency between two neurons. J Neurophysiol 94: 2940-2947, 2005.
    • (2005) J Neurophysiol , vol.94 , pp. 2940-2947
    • Ventura, V.1    Cai, C.2    Kass, R.E.3
  • 54
    • 33746228125 scopus 로고    scopus 로고
    • In vivo two-photon imaging reveals a role of arc in enhancing orientation specificity in visual cortex
    • Wang KH, Majewska A, Schummers J, Farley B, Hu C, Sur M, Tonegawa S. In vivo two-photon imaging reveals a role of arc in enhancing orientation specificity in visual cortex. Cell 126: 389-402, 2006.
    • (2006) Cell , vol.126 , pp. 389-402
    • Wang, K.H.1    Majewska, A.2    Schummers, J.3    Farley, B.4    Hu, C.5    Sur, M.6    Tonegawa, S.7


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