메뉴 건너뛰기




Volumn 18, Issue 1, 2006, Pages 80-118

Bayesian population decoding of motor cortical activity using a Kalman filter

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIAL; ALGORITHM; ANIMAL; ARTICLE; ARTIFICIAL NEURAL NETWORK; BAYES THEOREM; BIOLOGICAL MODEL; BIOMECHANICS; HAND; HUMAN; INNERVATION; MACACA; MOTONEURON; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); NERVE CELL NETWORK; NERVE TRACT; NORMAL DISTRIBUTION; PHYSIOLOGY; PROSTHESES AND ORTHOSES; SIGNAL PROCESSING; STATISTICAL MODEL; SYNAPTIC TRANSMISSION;

EID: 33644876951     PISSN: 08997667     EISSN: 1530888X     Source Type: Journal    
DOI: 10.1162/089976606774841585     Document Type: Article
Times cited : (343)

References (48)
  • 1
    • 1542615171 scopus 로고    scopus 로고
    • Recursive Bayesian decoding of motor cortical signals by particle filtering
    • Brockwell, A. E., Rojas, A. L., & 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.L.2    Kass, R.E.3
  • 2
    • 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., Frank, L., Tang, D., Quirk, M., & Wilson, M. (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.1    Frank, L.2    Tang, D.3    Quirk, M.4    Wilson, M.5
  • 4
    • 0036090020 scopus 로고    scopus 로고
    • Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex
    • Cisek, P., & Kalaska, J. F. (2002). Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex, Journal of Neurophysiology, 87, 1149- 1154.
    • (2002) Journal of Neurophysiology , vol.87 , pp. 1149-1154
    • Cisek, P.1    Kalaska, J.F.2
  • 5
    • 0031892534 scopus 로고    scopus 로고
    • Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements
    • Donoghue, J. P., Sanes, J. N., Hatsopoulos, N. G., & Gaal, G. (1998). Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements. Journal of Neurophysiology, 79, 159-173.
    • (1998) Journal of Neurophysiology , vol.79 , pp. 159-173
    • Donoghue, J.P.1    Sanes, J.N.2    Hatsopoulos, N.G.3    Gaal, G.4
  • 6
    • 1842733199 scopus 로고    scopus 로고
    • Dynamic analysis of neural encoding by point process adaptive filtering
    • Eden, U., Frank, L., Barbieri, R., Solo, V., & Brown, E. (2004). Dynamic analysis of neural encoding by point process adaptive filtering. Neural Computation, 16, 971-988.
    • (2004) Neural Computation , vol.16 , pp. 971-988
    • Eden, U.1    Frank, L.2    Barbieri, R.3    Solo, V.4    Brown, E.5
  • 7
    • 0003166476 scopus 로고
    • Synaptic interaction between cortical neurons
    • A. Peters & E. Jones (Eds.). New York: Plenum
    • Fetz, E., Toyama, K., & Smith, W. (1991). Synaptic interaction between cortical neurons. In A. Peters & E. Jones (Eds.), Cerebral cortex (Vol. 9, pp. 1-47). New York: Plenum.
    • (1991) Cerebral Cortex , vol.9 , pp. 1-47
    • Fetz, E.1    Toyama, K.2    Smith, W.3
  • 8
    • 0023791025 scopus 로고
    • Relations of motor cortex neural discharge to kinematics of passive and active elbow movements in the monkey
    • Flament, D., & Hore, J. (1988). Relations of motor cortex neural discharge to kinematics of passive and active elbow movements in the monkey. Journal of Neurophysiology, 60, 1268-1284.
    • (1988) Journal of Neurophysiology , vol.60 , pp. 1268-1284
    • Flament, D.1    Hore, J.2
  • 9
    • 84898984007 scopus 로고    scopus 로고
    • Probabilistic inference of hand motion from neural activity in motor cortex
    • T. G. Dietterich, S. Becker, & Z. Ghahram (Eds.). Cambridge, MA: MIT Press
    • Gao, Y., Black, M. J., Bienenstock, E., Shoham, S., & Donoghue, J. P. (2002). Probabilistic inference of hand motion from neural activity in motor cortex. In T. G. Dietterich, S. Becker, & Z. Ghahram (Eds.), Advances in neural information processing systems, 14 (pp. 213-220). Cambridge, MA: MIT Press.
    • (2002) Advances in Neural Information Processing Systems , vol.14 , pp. 213-220
    • Gao, Y.1    Black, M.J.2    Bienenstock, E.3    Shoham, S.4    Donoghue, J.P.5
  • 10
    • 67650698227 scopus 로고    scopus 로고
    • A quantitative comparison of linear and non-linear models of motor cortical activity for the encoding and decoding of arm motions
    • Capri, Italy
    • Gao, Y., Black, M. J., Bienenstock, E., Wu, W., & Donoghue, J. P. (2003). A quantitative comparison of linear and non-linear models of motor cortical activity for the encoding and decoding of arm motions. In 1st International IEEE/EMBS Conference on Neural Engineering (pp. 189-192). Capri, Italy.
    • (2003) 1st International IEEE/EMBS Conference on Neural Engineering , pp. 189-192
    • Gao, Y.1    Black, M.J.2    Bienenstock, E.3    Wu, W.4    Donoghue, J.P.5
  • 12
  • 13
    • 0020401276 scopus 로고
    • On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
    • Georgopoulos, A., Kalaska, J., Caminiti, R., & Massey, J. (1982). On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex, Journal of Neuroscience., 8, 1527-1537.
    • (1982) Journal of Neuroscience , vol.8 , pp. 1527-1537
    • Georgopoulos, A.1    Kalaska, J.2    Caminiti, R.3    Massey, J.4
  • 14
    • 0023034513 scopus 로고
    • Neural population coding of movement direction
    • Georgopoulos, A., Schwartz, A., & Kettner, R. (1986). Neural population coding of movement direction. Science, 233, 1416-1419.
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.1    Schwartz, A.2    Kettner, R.3
  • 15
    • 0034657110 scopus 로고    scopus 로고
    • Encoding of tactile stimulus location by somatosensory thalamocortical ensembles
    • Ghazanfar, A., Stambaugh, C., & Nicolelis, M. (2000). Encoding of tactile stimulus location by somatosensory thalamocortical ensembles, Journal of Neuroscience, 20, 3761-3775.
    • (2000) Journal of Neuroscience , vol.20 , pp. 3761-3775
    • Ghazanfar, A.1    Stambaugh, C.2    Nicolelis, M.3
  • 16
    • 0037196259 scopus 로고    scopus 로고
    • Method for assessing directional characteristics of non-uniformly sampled neural activity
    • Gribble, P. L., & Scott, S. H. (2002). Method for assessing directional characteristics of non-uniformly sampled neural activity. Journal of Neuroscience Methods, 113, 187-197.
    • (2002) Journal of Neuroscience Methods , vol.113 , pp. 187-197
    • Gribble, P.L.1    Scott, S.H.2
  • 17
  • 18
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman, R. E. (1960). A new approach to linear filtering and prediction problems. Trans. ASME, Journal of Basic Engineering, 82, 35-45.
    • (1960) Trans. ASME, Journal of Basic Engineering , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 20
    • 0032102138 scopus 로고    scopus 로고
    • Restoration of neural output from a paralyzed patient by a direct brain connection
    • Kennedy, P. R., & Bakay, R. A. (1998). Restoration of neural output from a paralyzed patient by a direct brain connection. NeuroReport, 9, 1707-1711.
    • (1998) NeuroReport , vol.9 , pp. 1707-1711
    • Kennedy, P.R.1    Bakay, R.A.2
  • 21
    • 0023802612 scopus 로고
    • Primary motor cortex and free arm movements to visual targets in three-dimensional space. III. Positional gradients and population coding of movement direction from various movement origins
    • Kettner, R., Schwartz, A., & Georgopoulos, A. (1988). Primary motor cortex and free arm movements to visual targets in three-dimensional space. III. Positional gradients and population coding of movement direction from various movement origins. Journal of Neuroscience, 8, 2938-2947.
    • (1988) Journal of Neuroscience , vol.8 , pp. 2938-2947
    • Kettner, R.1    Schwartz, A.2    Georgopoulos, A.3
  • 24
    • 0031106324 scopus 로고    scopus 로고
    • The Utah intracortical electrode array: A recording structure for potential brain-computer interfaces
    • Maynard, E., Nordhausen, C., & Normann, R. (1997). The Utah intracortical electrode array: A recording structure for potential brain-computer interfaces. Electroencephalography and Clinical Neurophysiology, 102, 228-239.
    • (1997) Electroencephalography and Clinical Neurophysiology , vol.102 , pp. 228-239
    • Maynard, E.1    Nordhausen, C.2    Normann, R.3
  • 25
    • 0032738085 scopus 로고    scopus 로고
    • Motor cortical activity during drawing movements: Population representation during spiral tracing
    • Moran, D., & Schwartz, A. (1999a). Motor cortical activity during drawing movements: Population representation during spiral tracing. Journal of Neurophysiology, 82, 2693-2704.
    • (1999) Journal of Neurophysiology , vol.82 , pp. 2693-2704
    • Moran, D.1    Schwartz, A.2
  • 26
    • 0032717445 scopus 로고    scopus 로고
    • Motor cortical representation of speed and direction during reaching
    • Moran, D., & Schwartz, A. (1999b). Motor cortical representation of speed and direction during reaching. Journal of Neurophysiology, 82, 2676-2692.
    • (1999) Journal of Neurophysiology , vol.82 , pp. 2676-2692
    • Moran, D.1    Schwartz, A.2
  • 27
    • 0242460462 scopus 로고    scopus 로고
    • (Tech. Rep. 98-10). Cambridge, MA: Compaq Cambridge Research Laboratory
    • Murphy, K. P. (1998). Switching Kalman filter (Tech. Rep. 98-10). Cambridge, MA: Compaq Cambridge Research Laboratory.
    • (1998) Switching Kalman Filter
    • Murphy, K.P.1
  • 28
    • 0347088824 scopus 로고    scopus 로고
    • Spatiotemporal tuning of motor cortical neurons for hand position and velocity
    • Paninski, L., Fellows, M., Hatsopoulos, N., & Donoghue, J. P. (2004). Spatiotemporal tuning of motor cortical neurons for hand position and velocity. Journal of Neurophysiology, 91, 515-532.
    • (2004) Journal of Neurophysiology , vol.91 , pp. 515-532
    • Paninski, L.1    Fellows, M.2    Hatsopoulos, N.3    Donoghue, J.P.4
  • 32
    • 0027220715 scopus 로고
    • Motor cortical activity during drawing movements: Population representation during sinusoid tracing
    • Schwartz, A. (1993). Motor cortical activity during drawing movements: Population representation during sinusoid tracing. Journal of Neurophysiology, 70, 28-36.
    • (1993) Journal of Neurophysiology , vol.70 , pp. 28-36
    • Schwartz, A.1
  • 33
    • 0032719752 scopus 로고    scopus 로고
    • Motor cortical activity during drawing movements: Population representation during lemniscate tracing
    • Schwartz, A., & Moran, D. (1999). Motor cortical activity during drawing movements: Population representation during lemniscate tracing. Journal of Neurophysiology, 82, 2705-2718.
    • (1999) Journal of Neurophysiology , vol.82 , pp. 2705-2718
    • Schwartz, A.1    Moran, D.2
  • 36
  • 38
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • Taylor, D., Helms Tillery, S., & Schwartz, A. (2002). Direct cortical control of 3D neuroprosthetic devices. Science, 296, 1829-1832.
    • (2002) Science , vol.296 , pp. 1829-1832
    • Taylor, D.1    Helms Tillery, S.2    Schwartz, A.3
  • 39
    • 0034766269 scopus 로고    scopus 로고
    • Trajectory estimation from place cell data
    • Twum-Danso, N., & Brockett, R. (2001). Trajectory estimation from place cell data. Neural Networks, 14, 835-844.
    • (2001) Neural Networks , vol.14 , pp. 835-844
    • Twum-Danso, N.1    Brockett, R.2
  • 40
    • 0030686449 scopus 로고    scopus 로고
    • Decoding visual information from a population of retinal ganglion cells
    • Warland, D., Reinagel, P., & Meister, M. (1997). Decoding visual information from a population of retinal ganglion cells. Journal of Neurophysiology, 78, 2336- 2350.
    • (1997) Journal of Neurophysiology , vol.78 , pp. 2336-2350
    • Warland, D.1    Reinagel, P.2    Meister, M.3
  • 41
    • 79955750805 scopus 로고    scopus 로고
    • (Tech. Rep. 95-041). Chapel Hill: University of North Carolina at Chapel Hill
    • Welch, G., & Bishop, G. (2001). An introduction to the Kalman filter (Tech. Rep. 95-041). Chapel Hill: University of North Carolina at Chapel Hill.
    • (2001) An introduction to the Kalman Filter
    • Welch, G.1    Bishop, G.2
  • 48
    • 0031930592 scopus 로고    scopus 로고
    • Interpreting neuronal population activity by reconstruction: Unified framework with application to hippocampal place cells
    • Zhang, K., Ginzburg, L., McNaughton, B., & Sejnowski, T. (1998). Interpreting neuronal population activity by reconstruction: Unified framework with application to hippocampal place cells. Journal of Neurophysiology, 79, 1017-1044.
    • (1998) Journal of Neurophysiology , vol.79 , pp. 1017-1044
    • Zhang, K.1    Ginzburg, L.2    McNaughton, B.3    Sejnowski, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.