메뉴 건너뛰기




Volumn 13, Issue 2, 2005, Pages 131-136

An analysis of hippocampal spatio-temporal representations using a Bayesian algorithm for neural spike train decoding

Author keywords

Bayesian algorithms; CA1 place cells; Decoding algorithms; Point process

Indexed keywords

NEURONS; OPEN CIRCULAR ENVIRONMENT; SPATIO-TEMPORAL ENVIRONMENT; TRAIN DECODING;

EID: 22544487546     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2005.847368     Document Type: Article
Times cited : (38)

References (32)
  • 1
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • A. P. Georgopoulos, R. E. Kettner, and A. B. Schwartz, "Neuronal population coding of movement direction," Science, vol. 233, pp. 1416-1419, 1986.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Kettner, R.E.2    Schwartz, A.B.3
  • 3
    • 0027440875 scopus 로고
    • Dynamics of the hippocampal ensemble code for space
    • M. A. Wilson and B. L. McNaughton, "Dynamics of the hippocampal ensemble code for space," Science, vol. 216, pp. 1055-1058, 1993.
    • (1993) Science , vol.216 , pp. 1055-1058
    • Wilson, M.A.1    McNaughton, B.L.2
  • 4
    • 0030686449 scopus 로고    scopus 로고
    • Decoding visual information from a population of retinal ganglion cells
    • D. K. Warland, P. Reinagel, and M. Meister, "Decoding visual information from a population of retinal ganglion cells," J. Neurophysiol, vol. 78, pp. 2336-2350, 1997.
    • (1997) J. Neurophysiol , vol.78 , pp. 2336-2350
    • Warland, D.K.1    Reinagel, P.2    Meister, M.3
  • 5
    • 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
    • E. N. Brown, L. M. Frank, D. Tang, M. C. Quirk, and M. A. Wilson, "A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells," J. Neurosci., vol. 18, pp. 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
  • 6
    • 0031930592 scopus 로고    scopus 로고
    • Interpreting neuronal population activity by reconstruction: Unified frame-work with application to hippocampal place cells
    • K. Zhang, I. Ginzburg, B. L. McNaughton, and T. J. Sejnowski, "Interpreting neuronal population activity by reconstruction: Unified frame-work with application to hippocampal place cells," J. Neurophysiol., vol. 79, pp. 1017-1044, 1998.
    • (1998) J. Neurophysiol. , vol.79 , pp. 1017-1044
    • Zhang, K.1    Ginzburg, I.2    McNaughton, B.L.3    Sejnowski, T.J.4
  • 7
    • 0033568861 scopus 로고    scopus 로고
    • Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus
    • G. B. Stanley, F. F. Li, and Y. Dan, "Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus," J. Neurosci., vol. 19, pp. 8036-8042, 1999.
    • (1999) J. Neurosci. , vol.19 , pp. 8036-8042
    • Stanley, G.B.1    Li, F.F.2    Dan, Y.3
  • 8
    • 0034329021 scopus 로고    scopus 로고
    • Information processing with population codes
    • A. Pouget, P. Dayan, and R. Zemel, "Information processing with population codes," Nature Rev. Neurosci., vol. 1, pp. 125-132, 2000.
    • (2000) Nature Rev. Neurosci. , vol.1 , pp. 125-132
    • Pouget, A.1    Dayan, P.2    Zemel, R.3
  • 11
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • D.M. Taylor, S. I. H. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, pp. 1829-1832, 2002.
    • (2002) Science , vol.296 , pp. 1829-1832
    • Taylor, D.M.1    Tillery, S.I.H.2    Schwartz, A.B.3
  • 13
  • 14
    • 1542615171 scopus 로고    scopus 로고
    • Recursive Bayesian decoding of motor cortical signals by particle filtering
    • A. E. Brockwell, A. L. Rojas, and R. E. Kass, "Recursive Bayesian decoding of motor cortical signals by particle filtering," J. Neurophysiol., vol. 91, pp. 1899-1907, 2004.
    • (2004) J. Neurophysiol. , vol.91 , pp. 1899-1907
    • Brockwell, A.E.1    Rojas, A.L.2    Kass, R.E.3
  • 15
    • 2442660392 scopus 로고    scopus 로고
    • Model-based neural decoding of reaching movements: A maximum likelihood approach
    • Jun.
    • C. Kemere, K. V. Shenoy, and T. H. Meng, "Model-based neural decoding of reaching movements: A maximum likelihood approach," IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 925-932, Jun. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 925-932
    • Kemere, C.1    Shenoy, K.V.2    Meng, T.H.3
  • 16
    • 2442686773 scopus 로고    scopus 로고
    • Modeling and decoding motor cortical activity using a switching Kaiman filter
    • Jun.
    • W. Wu, M. J. Black, D. Mumford, Y. Gao, E. Bienenstock, and J. P. Donoghue, "Modeling and decoding motor cortical activity using a switching Kaiman filter," IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 933-942, Jun. 2004.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 933-942
    • Wu, W.1    Black, M.J.2    Mumford, D.3    Gao, Y.4    Bienenstock, E.5    Donoghue, J.P.6
  • 17
  • 18
    • 0015145985 scopus 로고
    • The hippocampus as a spatial map: Preliminary evidence from unit activity in the freely-moving rat
    • J. O'Keefe and J. Dostrovsky, "The hippocampus as a spatial map: Preliminary evidence from unit activity in the freely-moving rat," Brain Res., vol. 34, pp. 171-175, 1971.
    • (1971) Brain Res. , vol.34 , pp. 171-175
    • O'Keefe, J.1    Dostrovsky, J.2
  • 20
    • 0033662387 scopus 로고    scopus 로고
    • Trajectory encoding in the hippocampus and entorhinal cortex
    • L. M. Frank, E. N. Brown, and M. A. Wilson, "Trajectory encoding in the hippocampus and entorhinal cortex," Neuron, vol. 27, pp. 169-178, 2000.
    • (2000) Neuron , vol.27 , pp. 169-178
    • Frank, L.M.1    Brown, E.N.2    Wilson, M.A.3
  • 21
    • 0038605051 scopus 로고    scopus 로고
    • Estimating a state-space model from point process observations
    • A. C. Smith and E. N. Brown, "Estimating a state-space model from point process observations," Neural Computat., vol. 15, pp. 965-991, 2003.
    • (2003) Neural Computat. , vol.15 , pp. 965-991
    • Smith, A.C.1    Brown, E.N.2
  • 24
    • 0035970024 scopus 로고    scopus 로고
    • Construction and analysis of non-Poisson stimulus-response models of neural spiking activity
    • R. Barbieri, M. C. Quirk, L. M. Frank, M. A. Wilson, and E. N. Brown, "Construction and analysis of non-Poisson stimulus-response models of neural spiking activity," J. Neurosci. Meth., vol. 105, pp. 25-37, 2001.
    • (2001) J. Neurosci. Meth. , vol.105 , pp. 25-37
    • Barbieri, R.1    Quirk, M.C.2    Frank, L.M.3    Wilson, M.A.4    Brown, E.N.5
  • 27
    • 0024787062 scopus 로고
    • The firing of hippocampal place cells predicts the future position of freely moving rats
    • R. U. Muller and J. L. Kubie, "The firing of hippocampal place cells predicts the future position of freely moving rats," J. Neurosci., vol. 9, no. 12, pp. 4101-4110, 1989.
    • (1989) J. Neurosci. , vol.9 , Issue.12 , pp. 4101-4110
    • Muller, R.U.1    Kubie, J.L.2
  • 28
    • 0027261536 scopus 로고
    • Phase relationship between hippocampal place units and the EEG theta rhythm
    • J. O'Keefe and M. L. Reece, "Phase relationship between hippocampal place units and the EEG theta rhythm," Hippocampus, vol. 3, pp. 317-330, 1993.
    • (1993) Hippocampus , vol.3 , pp. 317-330
    • O'Keefe, J.1    Reece, M.L.2
  • 29
    • 0035834128 scopus 로고    scopus 로고
    • An analysis of neural receptive field plasticity by point process adaptive filtering
    • E. N. Brown, D. P. Nguyen, L. M. Frank, M. A. Wilson, and V. Solo, "An analysis of neural receptive field plasticity by point process adaptive filtering," Proc. Nat. Acad. Sci., vol. 98, pp. 12261-12266, 2001.
    • (2001) Proc. Nat. Acad. Sci. , vol.98 , pp. 12261-12266
    • Brown, E.N.1    Nguyen, D.P.2    Frank, L.M.3    Wilson, M.A.4    Solo, V.5
  • 30
    • 4444262376 scopus 로고    scopus 로고
    • Hippocampal plasticity across multiple days of exposure to novel environments
    • L. M. Frank, G. B. Stanley, and E. N. Brown, "Hippocampal plasticity across multiple days of exposure to novel environments," J. Neurosci., vol. 24, no. 35, pp. 7681-7689, 2004.
    • (2004) J. Neurosci. , vol.24 , Issue.35 , pp. 7681-7689
    • Frank, L.M.1    Stanley, G.B.2    Brown, E.N.3
  • 32
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-the-art and future challenges
    • E. N. Brown, R. E. Kass, and P. P. Mitra, "Multiple neural spike train data analysis: State-of-the-art and future challenges," Nature Neurosci., vol. 7, no. 5, pp. 456-461, 2004.
    • (2004) Nature Neurosci. , vol.7 , Issue.5 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.