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Volumn 150, Issue 2, 2006, Pages 202-211

Superiority of nonlinear mapping in decoding multiple single-unit neuronal spike trains: A simulation study

Author keywords

Brain machine interface; Linear filter; Multilayer perceptron; Spike train decoding; Support vector machine

Indexed keywords

ALGORITHM; ARTICLE; BRAIN MAPPING; FALSE NEGATIVE RESULT; FALSE POSITIVE RESULT; MOTOR CORTEX; NERVE CELL; NONLINEAR REGRESSION ANALYSIS; PRIORITY JOURNAL; SPIKE WAVE;

EID: 31344442525     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2005.06.015     Document Type: Article
Times cited : (26)

References (28)
  • 3
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex to machines: Recent advances in brain interfaces
    • J.D. Donoghue Connecting cortex to machines: recent advances in brain interfaces Nat Neurosci 5 2002 1085 1088
    • (2002) Nat Neurosci , vol.5 , pp. 1085-1088
    • Donoghue, J.D.1
  • 4
    • 0001970621 scopus 로고    scopus 로고
    • Coding of time-varying signals in spike trains of linear and half-wave rectifying neurons
    • F. Gabbiani Coding of time-varying signals in spike trains of linear and half-wave rectifying neurons Network: Comput Neural Syst 7 1996 61 85
    • (1996) Network: Comput Neural Syst , vol.7 , pp. 61-85
    • Gabbiani, F.1
  • 5
    • 0023034513 scopus 로고
    • Neuronal population coding of movement direction
    • A.P. Georgopoulos, A.B. Schwartz, and R.E. Kettner Neuronal population coding of movement direction Science 233 1986 1416 1419
    • (1986) Science , vol.233 , pp. 1416-1419
    • Georgopoulos, A.P.1    Schwartz, A.B.2    Kettner, R.E.3
  • 9
    • 2442660392 scopus 로고    scopus 로고
    • Model-based neural decoding of reaching movements: A maximum likelihood approach
    • C. Kemere, K.V. Shenoy, and T.H. Meng Model-based neural decoding of reaching movements: a maximum likelihood approach IEEE Trans Biomed Eng 51 2004 925 932
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 925-932
    • Kemere, C.1    Shenoy, K.V.2    Meng, T.H.3
  • 10
    • 0012939045 scopus 로고    scopus 로고
    • A wavelet-based method for action potential detection from extracellular neural signal recording with low signal-to-noise ratio
    • K.H. Kim, and S.J. Kim A wavelet-based method for action potential detection from extracellular neural signal recording with low signal-to-noise ratio IEEE Trans Biomed Eng 50 2003 999 1011
    • (2003) IEEE Trans Biomed Eng , vol.50 , pp. 999-1011
    • Kim, K.H.1    Kim, S.J.2
  • 11
    • 0037388960 scopus 로고    scopus 로고
    • Method for unsupervised classification of multiunit neural signal recording under low signal-to-noise ratio
    • K.H. Kim, and S.J. Kim Method for unsupervised classification of multiunit neural signal recording under low signal-to-noise ratio IEEE Trans Biomed Eng 50 2003 421 431
    • (2003) IEEE Trans Biomed Eng , vol.50 , pp. 421-431
    • Kim, K.H.1    Kim, S.J.2
  • 14
    • 0032717445 scopus 로고    scopus 로고
    • Motor cortical representation of speed and direction during reaching
    • D.W. Moran, and A.B. Schwartz Motor cortical representation of speed and direction during reaching J. Neurophysiol 82 1999 2676 2692
    • (1999) J. Neurophysiol , vol.82 , pp. 2676-2692
    • Moran, D.W.1    Schwartz, A.B.2
  • 15
    • 2442719087 scopus 로고    scopus 로고
    • Nanostructured surface modification of ceramic-based microelectrodes to enhance biocompatibility for a direct brain-machine interface
    • K.A. Moxon, N.M. Kalkhoran, M. Markert, M.A. Sambito, J.L. McKenzie, and J.T. Webster Nanostructured surface modification of ceramic-based microelectrodes to enhance biocompatibility for a direct brain-machine interface IEEE Trans Biomed Eng 51 2004 881 889
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 881-889
    • Moxon, K.A.1    Kalkhoran, N.M.2    Markert, M.3    Sambito, M.A.4    McKenzie, J.L.5    Webster, J.T.6
  • 17
    • 0035905783 scopus 로고    scopus 로고
    • Actions from thoughts
    • M.A.L. Nicolelis Actions from thoughts Nature 409 2001 403 407
    • (2001) Nature , vol.409 , pp. 403-407
    • Nicolelis, M.A.L.1
  • 18
    • 2542458403 scopus 로고    scopus 로고
    • Remarks on the use of multilayer perceptrons for the analysis of chemical sensor array data
    • M. Pardo, and G. Sberveglieri Remarks on the use of multilayer perceptrons for the analysis of chemical sensor array data IEEE Sens J 4 2004 355 363
    • (2004) IEEE Sens J , vol.4 , pp. 355-363
    • Pardo, M.1    Sberveglieri, G.2
  • 19
    • 4644295915 scopus 로고    scopus 로고
    • A Microelectrode/microelectronic hybrid device for brain implantable neuroprosthesis applications
    • W.R. Patterson, Y. Song, C.W. Bull, I. Ozden, A.P. Deangellis, and C. Lay A Microelectrode/microelectronic hybrid device for brain implantable neuroprosthesis applications IEEE Trans Biomed Eng 51 2004 1845 1853
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 1845-1853
    • Patterson, W.R.1    Song, Y.2    Bull, C.W.3    Ozden, I.4    Deangellis, A.P.5    Lay, C.6
  • 22
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • A. Smola, and B. Schölkopf A tutorial on support vector regression Stat. Comput 14 2004 199 222
    • (2004) Stat. Comput , vol.14 , pp. 199-222
    • Smola, A.1    Schölkopf, B.2
  • 23
    • 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 78 1997 2336 2350
    • (1997) J Neurophysiol , vol.78 , pp. 2336-2350
    • Warland, D.K.1    Reinagel, P.2    Meister, M.3
  • 24
    • 3242880373 scopus 로고    scopus 로고
    • Optimizing a linear algorithm for real-time robotic control using choronic cortical ensemble recordings in monkeys
    • J. Wessberg, and M.A.L. Nicolelis Optimizing a linear algorithm for real-time robotic control using choronic cortical ensemble recordings in monkeys J Cogn Neurosci 16 2004 1022 1035
    • (2004) J Cogn Neurosci , vol.16 , pp. 1022-1035
    • Wessberg, J.1    Nicolelis, M.A.L.2
  • 25
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • J. Wessberg, C.R. Stambaugh, and J.D. Kralik Real-time prediction of hand trajectory by ensembles of cortical neurons in primates Nature 408 2000 361 365
    • (2000) Nature , vol.408 , pp. 361-365
    • Wessberg, J.1    Stambaugh, C.R.2    Kralik, J.D.3
  • 28
    • 1542327543 scopus 로고    scopus 로고
    • A simulation study of information transmission by multi-unit microelectrode recordings
    • D.S. Won, and P.D. Wolf A simulation study of information transmission by multi-unit microelectrode recordings Network: Comput Neural Syst 15 2004 29 44
    • (2004) Network: Comput Neural Syst , vol.15 , pp. 29-44
    • Won, D.S.1    Wolf, P.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.