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Volumn 20, Issue 2, 2009, Pages 49-68

Estimating linear-nonlinear models using Rényi divergences

Author keywords

Information theory; Natural scenes; Single neuron computation; Visual system

Indexed keywords

ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOLOGICAL MODEL; HUMAN; NERVE CELL; NONLINEAR SYSTEM; PHYSIOLOGY;

EID: 70649100413     PISSN: 0954898X     EISSN: 13616536     Source Type: Journal    
DOI: 10.1080/09548980902950891     Document Type: Article
Times cited : (24)

References (47)
  • 2
    • 20044370450 scopus 로고    scopus 로고
    • Dejittered spike-conditioned stimulus waveforms yield improved estimates of neuronal feature selectivity and spike-timing precision of sensory interneurons
    • Aldworth ZN, Miller JP, Gedeon T, Cummins GI, Dimitrov AG. 2005. Dejittered spike-conditioned stimulus waveforms yield improved estimates of neuronal feature selectivity and spike-timing precision of sensory interneurons. Journal of Neuroscience 25:5323-5332.
    • (2005) Journal of Neuroscience , vol.25 , pp. 5323-5332
    • Aldworth, Z.N.1    Miller, J.P.2    Gedeon, T.3    Cummins, G.I.4    Dimitrov, A.G.5
  • 3
    • 0001199215 scopus 로고
    • A general class of coefficient of divergence of one distribution from another
    • Ali SM, Silvey SD. 1966. A general class of coefficient of divergence of one distribution from another. Journal of Royal Statistical Society B 28:131-142.
    • (1966) Journal of Royal Statistical Society B , vol.28 , pp. 131-142
    • Ali, S.M.1    Silvey, S.D.2
  • 4
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • Bell AJ, Sejnwoski TJ. 1995. An information-maximization approach to blind separation and blind deconvolution. Neural Computation 7:1129-1159.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnwoski, T.J.2
  • 7
    • 0031122399 scopus 로고    scopus 로고
    • Infomax and maximum likelihood for blind source separation
    • Cardoso JF. 1997. Infomax and maximum likelihood for blind source separation. Signal Processing Letters, IEEE 4:112-114.
    • (1997) Signal Processing Letters, IEEE , vol.4 , pp. 112-114
    • Cardoso, J.F.1
  • 8
    • 38349029195 scopus 로고    scopus 로고
    • The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields
    • Christianson GB, Sahani M, Linden JF. 2008. The consequences of response nonlinearities for interpretation of spectrotemporal receptive fields. Journal of Neuroscience 28:446-455.
    • (2008) Journal of Neuroscience , vol.28 , pp. 446-455
    • Christianson, G.B.1    Sahani, M.2    Linden, J.F.3
  • 10
    • 0000489740 scopus 로고
    • Information-type measures of difference of probability distributions and indirect observations
    • Csiszár I. 1967. Information-type measures of difference of probability distributions and indirect observations. Studia Scientarium Mathematicarum Hungararica 2:299-318.
    • (1967) Studia Scientarium Mathematicarum Hungararica , vol.2 , pp. 299-318
    • Csiszár, I.1
  • 12
    • 30444433256 scopus 로고    scopus 로고
    • Predicting neuronal responses during natural vision
    • David SV, Gallant JL. 2005. Predicting neuronal responses during natural vision. Network 22:239-260.
    • (2005) Network , vol.22 , pp. 239-260
    • David, S.V.1    Gallant, J.L.2
  • 13
    • 33751541395 scopus 로고    scopus 로고
    • Spectral receptive field properties explain shape selectivity in area V4
    • David SV, Hayden BY, Gallant JL. 2006. Spectral receptive field properties explain shape selectivity in area V4. Journal of Neurophysics 96:3492-3505
    • (2006) Journal of Neurophysics , vol.96 , pp. 3492-3505
    • David, S.V.1    Hayden, B.Y.2    Gallant, J.L.3
  • 16
    • 0346825293 scopus 로고
    • Real-time performance of a movement-sensitive neuron in the blowfly visual system: Coding and information transfer in short spike sequences
    • De Ruyter Van Steveninck RR, Bialek W. 1988. Real-time performance of a movement-sensitive neuron in the blowfly visual system: Coding and information transfer in short spike sequences. Proceeding of the Royal Society London B 265:259-265.
    • (1988) Proceeding of the Royal Society London B , vol.265 , pp. 259-265
    • De Ruyter Van Steveninck, R.R.1    Bialek, W.2
  • 17
    • 33646395688 scopus 로고    scopus 로고
    • Effects of stimulus transformations on estimates of sensory neuron selectivity
    • Dimitrov AG, Gedeon T. 2006. Effects of stimulus transformations on estimates of sensory neuron selectivity. Journal of Computational Neuroscience 20:265-283.
    • (2006) Journal of Computational Neuroscience , vol.20 , pp. 265-283
    • Dimitrov, A.G.1    Gedeon, T.2
  • 19
    • 70350568145 scopus 로고    scopus 로고
    • Spatial and temporal jitter distort estimated functional properties of visual sensory neurons
    • DOI: 10.1007/S10827-009-0144-8. [Epub ahead of print]
    • Dimitrov AG, Sheiko MA, Baker J, Yen SC. 2009. Spatial and temporal jitter distort estimated functional properties of visual sensory neurons. DOI: 10.1007/S10827-009-0144-8. Journal of Computational Neuroscience [Epub ahead of print].
    • (2009) Journal of Computational Neuroscience
    • Dimitrov, A.G.1    Sheiko, M.A.2    Baker, J.3    Yen, S.C.4
  • 21
    • 33745780507 scopus 로고    scopus 로고
    • Estimating receptive fields in the presence of spike-time jitter
    • Gollisch T. 2006. Estimating receptive fields in the presence of spike-time jitter. Network: Computation in Neural Systems 17:103-129.
    • (2006) Network: Computation in Neural Systems , vol.17 , pp. 103-129
    • Gollisch, T.1
  • 24
    • 0022960073 scopus 로고
    • The identification of nonlinear biological systems: Wiener and hammerstein cascaDe models
    • Hunter IW, Korenberg MJ. 1986. The identification of nonlinear biological systems: Wiener and hammerstein cascaDe models. Biological Cybernetics 55:135-144.
    • (1986) Biological Cybernetics , vol.55 , pp. 135-144
    • Hunter, I.W.1    Korenberg, M.J.2
  • 27
    • 0031106083 scopus 로고    scopus 로고
    • Modeling methodology for nonlinear physiological systems
    • Marmarelis VZ. 1997. Modeling methodology for nonlinear physiological systems. Annals of Biomedical Engineering 25:239-251.
    • (1997) Annals of Biomedical Engineering , vol.25 , pp. 239-251
    • Marmarelis, V.Z.1
  • 28
    • 0347423195 scopus 로고    scopus 로고
    • Convergence properties of three spike-triggered average techniques
    • Paninski L. 2003. Convergence properties of three spike-triggered average techniques. Network: Computation Neural Systems 14:437-464.
    • (2003) Network: Computation Neural Systems , vol.14 , pp. 437-464
    • Paninski, L.1
  • 29
    • 9744274025 scopus 로고    scopus 로고
    • Maximum likelihood estimation of cascade point-process neural encoding models
    • DOI 10.1088/0954-898X/15/4/002, PII S0954898X04757802
    • Paninski L. 2004. Maximum likelihood estimation of cascaDe point-process neural encoding models. Network: Computation in Neural Systems 15:243-262. (Pubitemid 39586479)
    • (2004) Network: Computation in Neural Systems , vol.15 , Issue.4 , pp. 243-262
    • Paninski, L.1
  • 35
    • 0036979671 scopus 로고    scopus 로고
    • Receptive field structure of neurons in monkey visual cortex revealed by stimulation with natural image sequences
    • Ringach DL, Hawken MJ, Shapley R. 2002. Receptive field structure of neurons in monkey visual cortex revealed by stimulation with natural image sequences. Journal of Vision 2:12-24.
    • (2002) Journal of Vision , vol.2 , pp. 12-24
    • Ringach, D.L.1    Hawken, M.J.2    Shapley, R.3
  • 36
    • 0031239196 scopus 로고    scopus 로고
    • A subspace reverse-correlation technique for the study of visual neurons
    • Ringach DL, Sapiro G, Shapley R. 1997. A subspace reverse-correlation technique for the study of visual neurons. Vision Research 37:2455-2464.
    • (1997) Vision Research , vol.37 , pp. 2455-2464
    • Ringach, D.L.1    Sapiro, G.2    Shapley, R.3
  • 37
    • 0001187198 scopus 로고
    • Statistics of natural images: Scaling in the woods
    • Ruderman DL, Bialek W. 1994. Statistics of natural images: Scaling in the woods. Physical Review Letters 73:814-817.
    • (1994) Physical Review Letters , vol.73 , pp. 814-817
    • Ruderman, D.L.1    Bialek, W.2
  • 38
  • 39
    • 70649108068 scopus 로고    scopus 로고
    • [Published 2008]. Available from
    • Sahani M. 2008, Neural coding. [Published 2008]. Available from: http://www.gatsby.ucl.ac. uk/maneesh/
    • (2008) Neural Coding
    • Sahani, M.1
  • 41
    • 0345768782 scopus 로고    scopus 로고
    • Analyzing neural responses to natural signals: Maximally informative dimensions
    • 2004 [See also physics/ 0212110 and a preliminary account in Advances in Neural Information Processing 15 edited by Becker S, Thrun S, Obermayer K. 2003. pp. 261-268.]
    • Sharpee T, Rust NC, Bialek W. 2004. Analyzing neural responses to natural signals: Maximally informative dimensions. Neural Computation 16:223-250, 2004. [See also physics/ 0212110 and a preliminary account in Advances in Neural Information Processing 15 edited by Becker S, Thrun S, Obermayer K. 2003. pp. 261-268.]
    • (2004) Neural Computation , vol.16 , pp. 223-250
    • Sharpee, T.1    Rust, N.C.2    Bialek, W.3
  • 42
    • 34548382490 scopus 로고    scopus 로고
    • Comparison of information and variance maximization strategies for characterizing neural feature selectivity
    • Sharpee TO. 2007. Comparison of information and variance maximization strategies for characterizing neural feature selectivity. Statistics in Medicine 26:4009-40031.
    • (2007) Statistics in Medicine , vol.26 , pp. 4009-40031
    • Sharpee, T.O.1
  • 45
    • 0042235146 scopus 로고    scopus 로고
    • Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli
    • Theunissen FE, David SV, Singh NC, Hsu A, Vinje WE, Gallant JL. 2001. Estimating spatio-temporal receptive fields of auditory and visual neurons from their responses to natural stimuli. Network 3:289-316.
    • (2001) Network , vol.3 , pp. 289-316
    • Theunissen, F.E.1    David, S.V.2    Singh, N.C.3    Hsu, A.4    Vinje, W.E.5    Gallant, J.L.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.