메뉴 건너뛰기




Volumn 20, Issue 4, 2008, Pages 923-963

Spike train decoding without spike sorting

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ANIMAL; ARTICLE; ARTIFACT; ARTIFICIAL INTELLIGENCE; ELECTROPHYSIOLOGY; HUMAN; METHODOLOGY; MOTOR CORTEX; NERVE CELL; NERVE CELL NETWORK; PHYSIOLOGY; SIGNAL PROCESSING;

EID: 41849085557     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/neco.2008.02-07-478     Document Type: Article
Times cited : (40)

References (34)
  • 3
    • 1542615171 scopus 로고    scopus 로고
    • Recursive Bayesian decoding of motor cortical signals by particle filtering
    • Brockwell, A. E., Rojas, A., & Kass, R. E. (2004). Recursive Bayesian decoding of motor cortical signals by particle filtering. Journal of Neurophysiology; 91, 1899-1907.
    • (2004) Journal of Neurophysiology , vol.91 , pp. 1899-1907
    • Brockwell, A.E.1    Rojas, A.2    Kass, R.E.3
  • 4
    • 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. C., & 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.C.4    Wilson, M.A.5
  • 5
    • 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
  • 7
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm (with discussion)
    • Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm (with discussion). J. of the Royal Statistical Society B, 39(1), 38.
    • (1977) J. of the Royal Statistical Society B , vol.39 , Issue.1 , pp. 38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 8
    • 0030480277 scopus 로고    scopus 로고
    • Variability of extracellular spike wave-forms of cortical neurons
    • Fee, M. S., Mitra, P. P., & Kleinfeld, D. (1996). Variability of extracellular spike wave-forms of cortical neurons. J. Neurophysiol., 76, 3823-3833.
    • (1996) J. Neurophysiol , vol.76 , pp. 3823-3833
    • Fee, M.S.1    Mitra, P.P.2    Kleinfeld, D.3
  • 9
    • 0020401276 scopus 로고
    • On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
    • Georgopoulos, A. P., Kalaska, J. F., Caminiti, R., & Massey, J. T. (1982). On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex. J. Neurosci., 2, 1527-1537.
    • (1982) J. Neurosci , vol.2 , pp. 1527-1537
    • Georgopoulos, A.P.1    Kalaska, J.F.2    Caminiti, R.3    Massey, J.T.4
  • 10
    • 0023789678 scopus 로고
    • Primate motor cortex and free arm movements to visual targets in three-dimensional space. II. Coding of the direction of movement by a neuronal population
    • Georgopoulos, A. P., Kettner, R. E., & Schwartz, A. B. (1988). Primate motor cortex and free arm movements to visual targets in three-dimensional space. II. Coding of the direction of movement by a neuronal population. Neuroscience, 8, 2928-2937.
    • (1988) Neuroscience , vol.8 , pp. 2928-2937
    • Georgopoulos, A.P.1    Kettner, R.E.2    Schwartz, A.B.3
  • 11
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • Georgopoulos, A. P., Schwartz, A. B., & Kettner, R. E. (1986). Neuronal population coding of movement direction. Science, 233, 1416-1419.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Schwartz, A.B.2    Kettner, R.E.3
  • 12
    • 0033928411 scopus 로고    scopus 로고
    • Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements
    • Harris, K. D., Henze, D. A., Csicsvari, J., Hirase, H., & Buzsaki, C. (2000). Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements. J. Neurophysiol., 84, 401-414.
    • (2000) J. Neurophysiol , vol.84 , pp. 401-414
    • Harris, K.D.1    Henze, D.A.2    Csicsvari, J.3    Hirase, H.4    Buzsaki, C.5
  • 13
    • 33746160271 scopus 로고    scopus 로고
    • Neuronal ensemble control of prosthetic devices by a human with tetraplegia
    • Hochberg, L. R., Serruya, M. D., Friehs, G. H., Mukand, J. A., Saleh, M., Caplan, A. H., et al. (2006). Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature, 442, 164-171.
    • (2006) Nature , vol.442 , pp. 164-171
    • Hochberg, L.R.1    Serruya, M.D.2    Friehs, G.H.3    Mukand, J.A.4    Saleh, M.5    Caplan, A.H.6
  • 14
    • 0035432526 scopus 로고    scopus 로고
    • A spike-train probability model
    • Kass, R. E., & Ventura, V. (2001). A spike-train probability model. Neural Comput., 13, 1713-1720.
    • (2001) Neural Comput , vol.13 , pp. 1713-1720
    • Kass, R.E.1    Ventura, V.2
  • 15
    • 21544439557 scopus 로고    scopus 로고
    • Statistical issues in the analysis of neuronal data
    • Kass, R. E., Ventura, V., & Brown, E. N. (2005). Statistical issues in the analysis of neuronal data. J. Neurophysiology, 94, 8-25.
    • (2005) J. Neurophysiology , vol.94 , pp. 8-25
    • Kass, R.E.1    Ventura, V.2    Brown, E.N.3
  • 17
    • 0013130627 scopus 로고    scopus 로고
    • A review of methods for spike sorting: The detection and classification of neural action potential
    • Lewicki, M. S. (1998). A review of methods for spike sorting: The detection and classification of neural action potential. Network: Comput. Neural Syst., 9, R53-R78.
    • (1998) Network: Comput. Neural Syst , vol.9
    • Lewicki, M.S.1
  • 18
    • 0034324119 scopus 로고    scopus 로고
    • Neural coding: Higher-order temporal patterns in the neurostatistics of cell assemblies
    • Martignon, L., Deco, G., Laskey, K., Diamond, M., Freiwald, W., & Vaadia, E. (2000) Neural coding: Higher-order temporal patterns in the neurostatistics of cell assemblies. Neural Comput., 12, 2621-265.
    • (2000) Neural Comput , vol.12 , pp. 2621-3265
    • Martignon, L.1    Deco, G.2    Laskey, K.3    Diamond, M.4    Freiwald, W.5    Vaadia, E.6
  • 19
    • 0032717445 scopus 로고    scopus 로고
    • Motor cortical representation of speed and direction during reaching
    • Moran, D. W., & Schwartz, A. B. (1999). Motor cortical representation of speed and direction during reaching. J. Neurophysiol., 82, 2676-2692.
    • (1999) J. Neurophysiol , vol.82 , pp. 2676-2692
    • Moran, D.W.1    Schwartz, A.B.2
  • 21
    • 0002788893 scopus 로고    scopus 로고
    • A view of the EM algorithm that justifies incremental, sparse, and other variants
    • M. Jordan Ed, Norwell, MA: Kluwer Academic
    • Neal, R. M., & Hinton, G. E. (1999). A view of the EM algorithm that justifies incremental, sparse, and other variants. In M. Jordan (Ed.), Learning in graphical models. Norwell, MA: Kluwer Academic.
    • (1999) Learning in graphical models
    • Neal, R.M.1    Hinton, G.E.2
  • 22
    • 23044490853 scopus 로고    scopus 로고
    • Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity
    • Okatan, M., Wilson, M. A., & Brown, E. N. (2005). Analyzing functional connectivity using a network likelihood model of ensemble neural spiking activity. Neural Computation, 17, 1927-1961.
    • (2005) Neural Computation , vol.17 , pp. 1927-1961
    • Okatan, M.1    Wilson, M.A.2    Brown, E.N.3
  • 23
    • 2442479355 scopus 로고    scopus 로고
    • Improved spike-sorting by modeling firing statistics and burst-dependent spike amplitude attenuation: A Markov chain Monte Carlo approach
    • Pouzat, C., Delescluse, M., Voit, P., & Diebolt, J. (2004). Improved spike-sorting by modeling firing statistics and burst-dependent spike amplitude attenuation: A Markov chain Monte Carlo approach. J. Neurophysiol., 92(6), 2910-2928.
    • (2004) J. Neurophysiol , vol.92 , Issue.6 , pp. 2910-2928
    • Pouzat, C.1    Delescluse, M.2    Voit, P.3    Diebolt, J.4
  • 25
    • 0029992583 scopus 로고    scopus 로고
    • Probability density estimation for the interpretation of neural population codes
    • Sanger, T. D. (1996). Probability density estimation for the interpretation of neural population codes. J. Neurophysiology, 76(4), 2790-2793.
    • (1996) J. Neurophysiology , vol.76 , Issue.4 , pp. 2790-2793
    • Sanger, T.D.1
  • 26
  • 28
    • 0042626402 scopus 로고    scopus 로고
    • Robust, automatic spike sorting using mixtures of multivariate distributions
    • Shoham, S., Fellows, M. P., & Normann, R. A. (2003). Robust, automatic spike sorting using mixtures of multivariate distributions. J. Neurosci. Methods, 127, 111-122.
    • (2003) J. Neurosci. Methods , vol.127 , pp. 111-122
    • Shoham, S.1    Fellows, M.P.2    Normann, R.A.3
  • 30
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • Taylor, D. M., Helms Tillery, S. I., & Schwartz, A. B. (2002). Direct cortical control of 3D neuroprosthetic devices. Science, 296, 1829-1832.
    • (2002) Science , vol.296 , pp. 1829-1832
    • Taylor, D.M.1    Helms Tillery, S.I.2    Schwartz, A.B.3
  • 31
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity to spiking history, neural ensemble and extrinsic covariate effects
    • Truccolo, W., Eden, U. T., Fellos, M. R., Donoghue, J. P., & Brown, E. N. (2005). A point process framework for relating neural spiking activity to spiking history, neural ensemble and extrinsic covariate effects. J. Neurophysiology, 91, 1074-1089.
    • (2005) J. Neurophysiology , vol.91 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellos, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 32
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • Wessberg, J., Stambaugh, C. R., Kralik, J. D., Beck, P. D., Lauback, M., Chaplin, J. K., et al. (2000). Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 408(6810), 361-365.
    • (2000) Nature , vol.408 , Issue.6810 , pp. 361-365
    • Wessberg, J.1    Stambaugh, C.R.2    Kralik, J.D.3    Beck, P.D.4    Lauback, M.5    Chaplin, J.K.6
  • 33
    • 11144316765 scopus 로고    scopus 로고
    • Wu, W., Shaikhouni, A., Donoghue, J. P., & Black, M. J. (2004). Closed-loop neural control of cursor motion using a Kalman filter. Proc. IEEE Engineering in Medicine and Biology Society, 6, 4126-4129.
    • Wu, W., Shaikhouni, A., Donoghue, J. P., & Black, M. J. (2004). Closed-loop neural control of cursor motion using a Kalman filter. Proc. IEEE Engineering in Medicine and Biology Society, 6, 4126-4129.
  • 34
    • 0031930592 scopus 로고    scopus 로고
    • Interpretating neuronal population activity by reconstruction: Unified framework with applications to hippocampal place cells
    • Zhang, K., Ginzburg, I., McNaughton, B. L., & Sejnowski, T. J. (1998). Interpretating neuronal population activity by reconstruction: Unified framework with applications to hippocampal place cells, Journal of Neurophysiology, 79, 1017-1044.
    • (1998) Journal of Neurophysiology , vol.79 , pp. 1017-1044
    • Zhang, K.1    Ginzburg, I.2    McNaughton, B.L.3    Sejnowski, T.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.