메뉴 건너뛰기




Volumn 2006, Issue , 2006, Pages 811-816

Statistical analysis of the non-stationarity of neural population codes

Author keywords

Distance measure; Generative model; Hypothesis test; Neural prostheses; Non stationarity

Indexed keywords

COMPUTATION THEORY; INTERFACES (COMPUTER); MATHEMATICAL MODELS; NEUROLOGY; PROBABILISTIC LOGICS; STATISTICAL METHODS;

EID: 33845587748     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIOROB.2006.1639190     Document Type: Conference Paper
Times cited : (19)

References (20)
  • 1
    • 0037075605 scopus 로고    scopus 로고
    • Brain-machine interface: Instant neural control of a movement signal
    • M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. P. Donoghue, "Brain-machine interface: Instant neural control of a movement signal," Nature, vol. 416, pp. 141-142, 2002.
    • (2002) Nature , vol.416 , pp. 141-142
    • Serruya, M.D.1    Hatsopoulos, N.G.2    Paninski, L.3    Fellows, M.R.4    Donoghue, J.P.5
  • 2
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • J. Wessberg et al., "Real-time prediction of hand trajectory by ensembles of cortical neurons in primates," Nature, vol. 408, no. 6810, pp. 361-365, 2000.
    • (2000) Nature , vol.408 , Issue.6810 , pp. 361-365
    • Wessberg, J.1
  • 3
    • 33644876951 scopus 로고    scopus 로고
    • Bayesian population coding of motor cortical activity using a alman filter
    • W. Wu, Y. Gao, E. Bienenstock, J. P. Donoghue, and M. J. Black, "Bayesian population coding of motor cortical activity using a alman filter," Neural Computation, vol. 18, pp. 80-1118, 2005.
    • (2005) Neural Computation , vol.18 , pp. 80-1118
    • Wu, W.1    Gao, Y.2    Bienenstock, E.3    Donoghue, J.P.4    Black, M.J.5
  • 4
    • 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." Journal of Neurophysiology, vol. 91, no. 4, pp. 1899-1907, 2004.
    • (2004) Journal of Neurophysiology , vol.91 , Issue.4 , pp. 1899-1907
    • Brockwell, A.E.1    Rojas, A.L.2    Kass, R.E.3
  • 6
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • D. Taylor, S. Tillery, and A. Schwartz, "Direct cortical control of 3D neuroprosthetic devices," Science, vol. 296, no. 5574, pp. 1829-1832, 2002.
    • (2002) Science , vol.296 , Issue.5574 , pp. 1829-1832
    • Taylor, D.1    Tillery, S.2    Schwartz, A.3
  • 7
    • 0032744823 scopus 로고    scopus 로고
    • Principal component analysis of neuronal ensemble activity reveals multidimensional somatosensory representations
    • J. K. Chapin and M. A. Nicolelis, "Principal component analysis of neuronal ensemble activity reveals multidimensional somatosensory representations," Journal of Neuroscience Methods, vol. 94, pp. 121-140, 1999.
    • (1999) Journal of Neuroscience Methods , vol.94 , pp. 121-140
    • Chapin, J.K.1    Nicolelis, M.A.2
  • 8
    • 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, March
    • Y. Gao, M. J. Black, E. Bienenstock, W. Wu, and J. P. Donoghue, "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, Capri, Italy, March 2003, pp. 189-192.
    • (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
  • 9
    • 33646777474 scopus 로고    scopus 로고
    • Learning mappings in brain-machine interfaces with echo state networks
    • March
    • Y. N. Rao et al., "Learning mappings in brain-machine interfaces with echo state networks," in IEEE Int. Conf. on Acou., Speech, and Sig. Proc., March 2005.
    • (2005) IEEE Int. Conf. on Acou., Speech, and Sig. Proc.
    • Rao, Y.N.1
  • 10
    • 13844256885 scopus 로고    scopus 로고
    • Spikernels: Predicting arm movements by embedding population spike rate patterns in inner-product spaces
    • L. Shpigelman, Y. Singer, R. Paz, and E. Vaadia, "Spikernels: Predicting arm movements by embedding population spike rate patterns in inner-product spaces," Neural Computation, vol. 17(3), pp. 671-690, 2004.
    • (2004) Neural Computation , vol.17 , Issue.3 , pp. 671-690
    • Shpigelman, L.1    Singer, Y.2    Paz, R.3    Vaadia, E.4
  • 11
    • 0345827416 scopus 로고    scopus 로고
    • Neuronal activity in the supplementary motor area of monkeys adapting to a new dynamic environment
    • C. Padoa-Schioppa, C. R. Li, and E. Bizzi, "Neuronal activity in the supplementary motor area of monkeys adapting to a new dynamic environment," J Neurophysiol., vol. 91, no. 1, pp. 449-413, 2004.
    • (2004) J Neurophysiol. , vol.91 , Issue.1 , pp. 449-1413
    • Padoa-Schioppa, C.1    Li, C.R.2    Bizzi, E.3
  • 14
    • 0042832605 scopus 로고    scopus 로고
    • Training in cortical control of neuroprosthetic devices improves signal extraction from small neuronal ensembles
    • S. I. H. Tillery, D. M. Taylor, and A. B. Schwartz, "Training in cortical control of neuroprosthetic devices improves signal extraction from small neuronal ensembles," Reviews in the Neurosciences, vol. 14, pp. 107-119, 2003.
    • (2003) Reviews in the Neurosciences , vol.14 , pp. 107-119
    • Tillery, S.I.H.1    Taylor, D.M.2    Schwartz, A.B.3
  • 16
    • 84898938636 scopus 로고    scopus 로고
    • Neural decoding of cursor motion using a Kalman filter
    • MIT Press
    • W. Wu and et al, "Neural decoding of cursor motion using a Kalman filter," in Advances in Neural Information Processing Systems 15. MIT Press, 2003, pp. 133-140.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 133-140
    • Wu, W.1
  • 18
    • 84889281816 scopus 로고
    • ser. Wiley Series in Telecommunications, D. L. Schilling, Ed. New York: John Wiley and Sons
    • T. M. Cover and J. A. Thomas, Elements of Information Theory, ser. Wiley Series in Telecommunications, D. L. Schilling, Ed. New York: John Wiley and Sons, 1991.
    • (1991) Elements of Information Theory
    • Cover, T.M.1    Thomas, J.A.2
  • 19
    • 0004255301 scopus 로고
    • ser. Wiley Series in Probability and Mathematical Statistics. New york: John Wiley and Sons
    • G. A. F. Seber, Multivariate Observations, ser. Wiley Series in Probability and Mathematical Statistics. New york: John Wiley and Sons, 1984.
    • (1984) Multivariate Observations
    • Seber, G.A.F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.