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Volumn , Issue , 2009, Pages 3275-3280

Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MACHINE INTERFACE; COMPUTATION BURDEN; COMPUTATION COMPLEXITY; DECODING ALGORITHM; DECODING PERFORMANCE; DECODING PROCESS; MODEL GENERALIZATION; RECEPTIVE FIELDS; SUBSET SELECTION;

EID: 70449389929     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2009.5178809     Document Type: Conference Paper
Times cited : (4)

References (20)
  • 3
    • 84953727634 scopus 로고    scopus 로고
    • Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns
    • J. C. Sanchez, S. P. Kim, D. Erdogmus, Y. N. Rao, J. C. Principe, J. Wessberg, and M. A. Nicolelis, "Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns", Proc. Of Neural Net. Sig. Proc. 2002, 139-148
    • (2002) Proc. Of Neural Net. Sig. Proc , pp. 139-148
    • Sanchez, J.C.1    Kim, S.P.2    Erdogmus, D.3    Rao, Y.N.4    Principe, J.C.5    Wessberg, J.6    Nicolelis, M.A.7
  • 4
    • 0037679004 scopus 로고    scopus 로고
    • Divide-and-conquer approach for brain machine interfaces: Nonlinear mixture of competitive linear models
    • S. P. Kim, J. C. Sanchez, D. Erdogmus, Y. N. Rao, J. Wessberg, J. C. Principe, and M. A. Nicolelis, "Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models", Neural Networks, 2003, 16: 865-871
    • (2003) Neural Networks , vol.16 , pp. 865-871
    • Kim, S.P.1    Sanchez, J.C.2    Erdogmus, D.3    Rao, Y.N.4    Wessberg, J.5    Principe, J.C.6    Nicolelis, M.A.7
  • 5
    • 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 Neurophy. 2004, 91:1899-1907
    • (2004) J Neurophy , vol.91 , pp. 1899-1907
    • Brockwell, A.E.1    Rojas, A.L.2    Kass, R.E.3
  • 6
    • 33644876951 scopus 로고    scopus 로고
    • Bayesian population decoding of motor cortical activity using a Kalman filter
    • W. Wu, Y. Gao, E. Bienenstock, J. P. Donoghue, and M. J. Black, "Bayesian population decoding of motor cortical activity using a Kalman filter", Neural Comput. 2006, 18: 80-118
    • (2006) Neural Comput , vol.18 , pp. 80-118
    • Wu, W.1    Gao, Y.2    Bienenstock, E.3    Donoghue, J.P.4    Black, M.J.5
  • 8
    • 0020401276 scopus 로고
    • On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
    • A. P. Georgopoulos, J. F. Kalaska, R. Caminiti, J. T. Massey, "On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex, J. Neurosci,. 1982, 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
  • 9
    • 0032717445 scopus 로고    scopus 로고
    • Motor cortical representation of speed and direction during reaching
    • D. W. Moran, A. B. Schwartz, "Motor cortical representation of speed and direction during reaching, " J. Neurophysiol, 1999, 82: 2676-2692
    • (1999) J. Neurophysiol , vol.82 , pp. 2676-2692
    • Moran, D.W.1    Schwartz, A.B.2
  • 10
    • 27144482149 scopus 로고    scopus 로고
    • Position, direction of movement, and speed tuning to cerebellar purkinje cells during circular manual tracking in monkey
    • A. V. Roitman, S. Pasalar, M. T. V. Johnson, T. J. Ebner, "Position, direction of movement, and speed tuning to cerebellar purkinje cells during circular manual tracking in monkey", J. Neurosci., 2005, 25 (40) : 9244-9257
    • (2005) J. Neurosci , vol.25 , Issue.40 , pp. 9244-9257
    • Roitman, A.V.1    Pasalar, S.2    Johnson, M.T.V.3    Ebner, T.J.4
  • 12
    • 34548763788 scopus 로고    scopus 로고
    • Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons Neural Engineering
    • Y. Wang, J. C. Sanchez, J. C. Principe, "Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons Neural Engineering". CNE '07. 3rd International IEEE/EMBS Conference on, 2007, 502-505
    • (2007) CNE '07. 3rd International IEEE/EMBS Conference on , pp. 502-505
    • Wang, Y.1    Sanchez, J.C.2    Principe, J.C.3
  • 14
    • 0030895755 scopus 로고    scopus 로고
    • Reconstructing the engram: Simultaneous, multiple site, many single neuron recordings
    • M. A. L. Nicolelis, A. A. Ghazanfar, B. Faggin, S. Votaw, & L. M. O. Oliveira, "Reconstructing the engram: simultaneous, multiple site, many single neuron recordings". Neuron, 1997, 18:529-537
    • (1997) Neuron , vol.18 , pp. 529-537
    • Nicolelis, M.A.L.1    Ghazanfar, A.A.2    Faggin, B.3    Votaw, S.4    Oliveira, L.M.O.5
  • 16
    • 0013028436 scopus 로고    scopus 로고
    • A simple white noise analysis of neuronal light responses
    • E. J. Chichilnisky, "A simple white noise analysis of neuronal light responses", Network: Comput. Neural Syst., 2001, 12: 199-213
    • (2001) Network: Comput. Neural Syst , vol.12 , pp. 199-213
    • Chichilnisky, E.J.1
  • 17
    • 0002333325 scopus 로고
    • Using Kernel Density Estimates to Investigate Multimodality
    • B. W. Silverman, "Using Kernel Density Estimates to Investigate Multimodality", J. Roy. Stat. Soc, Ser. B. 1981, 43: 97-99
    • (1981) J. Roy. Stat. Soc, Ser. B , vol.43 , pp. 97-99
    • Silverman, B.W.1
  • 19
    • 0001473437 scopus 로고
    • On the estimation of a probability function and the mode
    • E. Parzen, "On the estimation of a probability function and the mode", Annals of Mathematical Statistics, 1962, 33 (14) : 1065-1076
    • (1962) Annals of Mathematical Statistics , vol.33 , Issue.14 , pp. 1065-1076
    • Parzen, E.1
  • 20
    • 0000379703 scopus 로고
    • Are Movement Parameters Recognizably Coded in the Activity of Single Neurons
    • E. E. Fetz, "Are Movement Parameters Recognizably Coded in the Activity of Single Neurons, " Behavioral and Brain Sciences, 1992, 15:679-690.
    • (1992) Behavioral and Brain Sciences , vol.15 , pp. 679-690
    • Fetz, E.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.