메뉴 건너뛰기




Volumn 29, Issue 1, 2012, Pages 124-143

Spike sorting: The first step in decoding the brain: The first step in decoding the brain

Author keywords

[No Author keywords available]

Indexed keywords

BIOMEDICAL ENGINEERING; DECODING; ELECTRODES;

EID: 85032752335     PISSN: 10535888     EISSN: None     Source Type: Journal    
DOI: 10.1109/MSP.2011.941880     Document Type: Article
Times cited : (150)

References (84)
  • 1
    • 84928466984 scopus 로고
    • Luigi Galvani and the debate on animal electricity, 1791-1800
    • N. Kipnis, "Luigi Galvani and the debate on animal electricity, 1791-1800,"Ann. Sci., vol. 44, no. 2, pp. 107-142, 1987.
    • (1987) Ann. Sci. , vol.44 , Issue.2 , pp. 107-142
    • Kipnis, N.1
  • 2
    • 77956707015 scopus 로고
    • Currents carried by sodium and potassium ions through the membrane of the giant axon of Loligo
    • A. L. Hodgkin and A. F. Huxley, "Currents carried by sodium and potassium ions through the membrane of the giant axon of Loligo,"J. Physiol., vol. 116, no. 4, pp. 449-472, 1952.
    • (1952) J. Physiol. , vol.116 , Issue.4 , pp. 449-472
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 3
    • 76949125485 scopus 로고
    • The components of membrane conductance in the giant axon of Loligo
    • A. L. Hodgkin and A. F. Huxley, "The components of membrane conductance in the giant axon of Loligo,"J. Physiol., vol. 116, no. 4, pp. 473-496, 1952.
    • (1952) J. Physiol. , vol.116 , Issue.4 , pp. 473-496
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 4
    • 77956677051 scopus 로고
    • The dual effect of membrane potential on sodium conductance in the giant axon of Loligo
    • A. L. Hodgkin and A. F. Huxley, "The dual effect of membrane potential on sodium conductance in the giant axon of Loligo,"J. Physiol., vol. 116, no. 4, pp. 497-506, 1952.
    • (1952) J. Physiol. , vol.116 , Issue.4 , pp. 497-506
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 5
    • 35649001607 scopus 로고
    • A quantitative description of membrane current and its application to conduction and excitation in nerve
    • A. L. Hodgkin and A. F. Huxley, "A quantitative description of membrane current and its application to conduction and excitation in nerve,"J. Physiol., vol. 117, no. 4, pp. 500-544, 1952.
    • (1952) J. Physiol. , vol.117 , Issue.4 , pp. 500-544
    • Hodgkin, A.L.1    Huxley, A.F.2
  • 7
    • 0009485663 scopus 로고    scopus 로고
    • Trends in multichannel neural ensemble recording instrumentation
    • M. A. L. Nicolelis, Ed. Boca Raton, FL: CRC ch. 3
    • K. Sameshima and L. A. Baccalá, "Trends in multichannel neural ensemble recording instrumentation,"in Methods for Neural Ensemble Recordings, M. A. L. Nicolelis, Ed. Boca Raton, FL: CRC, 1999, ch. 3, pp. 47-60.
    • (1999) Methods for Neural Ensemble Recordings , pp. 47-60
    • Sameshima, K.1    Baccalá, L.A.2
  • 8
    • 0036790922 scopus 로고    scopus 로고
    • Interictal high-frequency oscillations (80-500 Hz) in the human epileptic brain: Entorhinal cortex
    • A. Brag in, C. L. Wilson, R. J. Staba, M. Reddick, I. Fried, and J. Engel, Jr., "Interictal high-frequency oscillations (80-500 Hz) in the human epileptic brain: entorhinal cortex,"Ann. Neurol., vol. 52, no. 4, pp. 407-415, 2002.
    • (2002) Ann. Neurol. , vol.52 , Issue.4 , pp. 407-415
    • Bragin, A.1    Wilson, C.L.2    Staba, R.J.3    Reddick, M.4    Fried, I.5    Engel Jr., J.6
  • 9
    • 0036799512 scopus 로고    scopus 로고
    • Quantitative analysis of high-frequency oscillations (80-500 Hz) recorded in human epileptic hippocampus and entorhinal cortex
    • R. J. S taba, C. L. Wilson, A. Bragin, I. Fried, and J. Engel, "Quantitative analysis of high-frequency oscillations (80-500 Hz) recorded in human epileptic hippocampus and entorhinal cortex,"J. Neurophysiol., vol. 88, no. 4, pp. 1743-1752, Oct. 2002. (Pubitemid 35191178)
    • (2002) Journal of Neurophysiology , vol.88 , Issue.4 , pp. 1743-1752
    • Staba, R.J.1    Wilson, C.L.2    Bragin, A.3    Fried, I.4
  • 10
    • 36048964502 scopus 로고    scopus 로고
    • Increased fast ripple to ripple ratios correlate with reduced hippocampal volumes and neuron loss in temporal lobe epilepsy patients
    • DOI 10.1111/j.1528-1167.2007.01225.x
    • R. J. S taba, L. Frighetto, E. J. Behnke, G. W. Mathern, T. Fields, A. Bragin, J. Ogren, I. Fried, C. L. Wilson, and J. Engel, "Increased fast ripple to ripple ratios correlate with reduced hippocampal volumes and neuron loss in temporal lobe epilepsy patients,"Epilepsia, vol. 48, no. 11, pp. 2130-2138, Nov. 2007. (Pubitemid 350098762)
    • (2007) Epilepsia , vol.48 , Issue.11 , pp. 2130-2138
    • Staba, R.J.1    Frighetto, L.2    Behnke, E.J.3    Mathern, G.W.4    Fields, T.5    Bragin, A.6    Ogren, J.7    Fried, I.8    Wilson, C.L.9    Engel Jr., J.10
  • 11
    • 0035905783 scopus 로고    scopus 로고
    • Actions from thoughts
    • DOI 10.1038/35053191
    • M. A. L . Nicolelis, "Actions from thoughts,"Nature, vol. 409, no. 6818, pp. 403-407, 2001. (Pubitemid 32151254)
    • (2001) Nature , vol.409 , Issue.6818 , pp. 403-407
    • Nicolelis, M.A.L.1
  • 14
    • 0037036102 scopus 로고    scopus 로고
    • Direct cortical control of 3D neuroprosthetic devices
    • DOI 10.1126/science.1070291
    • D. M. T aylor, S. I. H. Tillery, and A. B. Schwartz, "Direct cortical control of 3D neuroprosthetic devices,"Science, vol. 296, no. 5574, pp. 1829-1832, June 2002. (Pubitemid 34596262)
    • (2002) Science , vol.296 , Issue.5574 , pp. 1829-1832
    • Taylor, D.M.1    Tillery, S.I.H.2    Schwartz, A.B.3
  • 16
    • 0003291039 scopus 로고    scopus 로고
    • Electrodes for many single neuron recordings
    • M. A. L. Nicolelis, Ed. Boca Raton, FL: CRC ch. 1
    • E. M. S chmidt, "Electrodes for many single neuron recordings,"in Methods for Neural Ensemble Recordings, M. A. L. Nicolelis, Ed. Boca Raton, FL: CRC, 1999, ch. 1, pp. 1-23.
    • (1999) Methods for Neural Ensemble Recordings , pp. 1-23
    • Schmidt, E.M.1
  • 17
    • 1542360497 scopus 로고    scopus 로고
    • A low-power integrated circuit for adaptive detection of action potentials in noisy signals
    • Cancun, Mexico
    • R. R. H arrison, "A low-power integrated circuit for adaptive detection of action potentials in noisy signals,"in Proc. 25th Ann. Int. Conf. IEEE EMBS, Cancun, Mexico, 2003, pp. 3325-3328.
    • (2003) Proc. 25th Ann. Int. Conf. IEEE EMBS , pp. 3325-3328
    • Harrison, R.R.1
  • 19
    • 0002383859 scopus 로고    scopus 로고
    • Extracellular recording and analysis of neuronal activity: From single cells to ensembles
    • H. B. Eichenbaum and J. L. Davis, Eds. New York: Wiley-Liss ch. 2
    • Z. Nádasdy, J. Csicsv ari, M. Penttonen, J. Hetke, K. Wise, and G. Buzsáki, "Extracellular recording and analysis of neuronal activity: From single cells to ensembles,"in Neuronal Ensembles: Strategies for Recording and Decoding, H. B. Eichenbaum and J. L. Davis, Eds. New York: Wiley-Liss, 1998, ch. 2, pp. 17-55.
    • (1998) Neuronal Ensembles: Strategies for Recording and Decoding , pp. 17-55
    • Nádasdy, Z.1    Csicsvari, J.2    Penttonen, M.3    Hetke, J.4    Wise, K.5    Buzsáki, G.6
  • 20
    • 0344975726 scopus 로고
    • Extra cellular potentials from single spinal motoneurons
    • W. H. Freygang and K. Frank, "Extra cellular potentials from single spinal motoneurons,"J. Gen. Physiol, vol. 42, no. 4, pp. 749-760, 1959.
    • (1959) J. Gen. Physiol , vol.42 , Issue.4 , pp. 749-760
    • Freygang, W.H.1    Frank, K.2
  • 21
    • 0030480277 scopus 로고    scopus 로고
    • Variability of extracellular spike waveforms of cortical neurons
    • M. S. Fee, P. P. Mitra, and D. Klei nfeld, "Variability of extracellular spike waveforms of cortical neurons,"J. Neurophysiol., vol. 76, no. 6, pp. 3823-3833, 1996. (Pubitemid 27009686)
    • (1996) Journal of Neurophysiology , vol.76 , Issue.6 , pp. 3823-3833
    • Fee, M.S.1    Mitra, P.P.2    Kleinfeld, D.3
  • 22
    • 84944495697 scopus 로고
    • The angular selectivity of visual cortical cells to moving gratings
    • Sept.
    • F. W. Campbell, B. G. Cleland, G. F . Cooper, and C. Enroth-Cugell, "The angular selectivity of visual cortical cells to moving gratings."J. Physiol., vol. 198, no. 1, pp. 237-250, Sept. 1968.
    • (1968) J. Physiol. , vol.198 , Issue.1 , pp. 237-250
    • Campbell, F.W.1    Cleland, B.G.2    Cooper, G.F.3    Enroth-Cugell, C.4
  • 23
    • 0030953602 scopus 로고    scopus 로고
    • Stimulus-dependent neuronal oscillations and local synchronization in striate cortex of the alert cat
    • C. M. Gray and G. Viana Di Prisco, "Stimulus-dependent neuronal oscillations and local synchronization in striate cortex of the alert cat,"J. Neurosci., vol. 17, no. 9, pp. 3239-3253, May 1997. (Pubitemid 27175835)
    • (1997) Journal of Neuroscience , vol.17 , Issue.9 , pp. 3239-3253
    • Gray, C.M.1    Di Prisco, G.V.2
  • 24
    • 67349146348 scopus 로고    scopus 로고
    • Physio logic basis of the electroencephalogram and local field potentials
    • 2nd ed., J. Engel, Jr. and T. A. Pedley, Eds. Philadelphia, PA: Lippincott Williams &Wilkins ch. 72
    • G. Buzsáki and R. D. Traub, "Physio logic basis of the electroencephalogram and local field potentials,"in Epilepsy: A Comprehensive Textbook, 2nd ed., J. Engel, Jr. and T. A. Pedley, Eds. Philadelphia, PA: Lippincott Williams &Wilkins, 2008, ch. 72, pp. 797-807.
    • (2008) Epilepsy: A Comprehensive Textbook , pp. 797-807
    • Buzsáki, G.1    Traub, R.D.2
  • 26
    • 0033928411 scopus 로고    scopus 로고
    • Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements
    • K. D. Harris, D. A. Henze, J. Csicsvari, H. Hirase, and G. Buzsáki, "Accuracy of tetrode spike separation as determined by simultaneous intracellular and extracellular measurements,"J. Neurophysiol., vol. 84, no. 1, pp. 401-414, 2000. (Pubitemid 30490060)
    • (2000) Journal of Neurophysiology , vol.84 , Issue.1 , pp. 401-414
    • Harris, K.D.1    Henze, D.A.2    Csicsvari, J.3    Hirase, H.4    Buzsaki, G.5
  • 27
    • 0016994771 scopus 로고
    • A graph-theoretic approach to nonparametric cluster analysis
    • Sept.
    • W. L. G. Koontz, P. M. Narendra, and K. Fukunaga, "A graph-theoretic approach to nonparametric cluster analysis,"IEEE Trans. Comput., vol. C-25, no. 9, pp. 936-944, Sept. 1976.
    • (1976) IEEE Trans. Comput. , vol.C-25 , Issue.9 , pp. 936-944
    • Koontz, W.L.G.1    Narendra, P.M.2    Fukunaga, K.3
  • 28
    • 61849143296 scopus 로고    scopus 로고
    • Compariso n of spike-sorting algorithms for future hardware implementation
    • Vancouver, Canada
    • S. Gibson, J. W. Judy, and D. Marković, "Compariso n of spike-sorting algorithms for future hardware implementation,"in Proc. 30th Ann. Int. Conf. IEEE EMBS, Vancouver, Canada, 2008, pp. 5015-5020.
    • (2008) Proc. 30th Ann. Int. Conf. IEEE EMBS , pp. 5015-5020
    • Gibson, S.1    Judy, J.W.2    Marković, D.3
  • 29
    • 77957905083 scopus 로고    scopus 로고
    • Technology-aware algo rithm design for neural spike detection, feature extraction, and dimensionality reduction
    • Oct.
    • S. Gibson, J. W. Judy, and D. Marković, "Technology-aware algo rithm design for neural spike detection, feature extraction, and dimensionality reduction."IEEE Trans. Neural Syst. Rehabil. Eng., vol. 18, no. 5, pp. 469-78, Oct. 2010.
    • (2010) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.18 , Issue.5 , pp. 469-478
    • Gibson, S.1    Judy, J.W.2    Marković, D.3
  • 32
    • 0013130627 scopus 로고    scopus 로고
    • A review of methods for spike sorting: The detection and classification of neural action potentials
    • PII S0954898X98841535
    • M. S. Lewicki, "A review of methods for spike sorting: The detection and classification of neural action potentials,"Network: Comput. Neural Syst., vol. 9, no. 4, pp. R53-R78, Nov. 1998. (Pubitemid 128692538)
    • (1998) Network: Computation in Neural Systems , vol.9 , Issue.4
    • Lewicki, M.S.1
  • 33
    • 3042526258 scopus 로고    scopus 로고
    • Unsupervised spike detection and sorting with wavelets and superparamagnetic clustering
    • DOI 10.1162/089976604774201631
    • R. Q. Quiroga, Z. Nadasdy, and Y. Ben-Shaul, "Unsupervised spike detection and sorting with wavel ets and superparamagnetic clustering, "Neural Comput., vol. 16, no. 8, pp. 1661-1687, Aug. 2004. (Pubitemid 38835137)
    • (2004) Neural Computation , vol.16 , Issue.8 , pp. 1661-1687
    • Quiroga, R.Q.1    Nadasdy, Z.2    Ben-Shaul, Y.3
  • 34
    • 0012939045 scopus 로고    scopus 로고
    • A wavelet-based method for action potential detection from extracellular neural signal recording with low signal-to-noise ratio
    • DOI 10.1109/TBME.2003.814523
    • K. H. Kim and S. J. Kim, "A wavelet-based method for action potential detection from extracellula r neural signal recording with low signal-to-noise ratio,"IEEE Trans. Biomed. Eng., vol. 50, no. 8, pp. 999-1011, Aug. 2003. (Pubitemid 36917439)
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.8 , pp. 999-1011
    • Kim, K.H.1    Kim, S.J.2
  • 36
    • 0032006582 scopus 로고    scopus 로고
    • A new interpretation of nonlinear energy operator and its efficacy in spike detection
    • DOI 10.1109/10.661266
    • S. Mukhopadhyay and G. C. Ray, "A new interpretation of nonlinear energy operator and its efficac y in spike detection,"IEEE Trans. Biomed. Eng., vol. 45, no. 2, pp. 180-187, Feb. 1998. (Pubitemid 28128237)
    • (1998) IEEE Transactions on Biomedical Engineering , vol.45 , Issue.2 , pp. 180-187
    • Mukhopadhyay, S.1    Ray, G.C.2
  • 37
    • 0034306387 scopus 로고    scopus 로고
    • Neural spike sorting under nearly 0-dB signal-tonoise ratio using nonl inear energy operator and artificial neural-network classifier
    • Oct.
    • K. H. Kim and S. J. Kim, "Neural spike sorting under nearly 0-dB signal-tonoise ratio using nonl inear energy operator and artificial neural-network classifier,"IEEE Trans. Biomed. Eng., vol. 47, no. 10, pp. 1406-1411, Oct. 2000.
    • (2000) IEEE Trans. Biomed. Eng. , vol.47 , Issue.10 , pp. 1406-1411
    • Kim, K.H.1    Kim, S.J.2
  • 38
    • 2442710346 scopus 로고    scopus 로고
    • Evaluation of spike-detection algorithms for a brain-machine interface application
    • DOI 10.1109/TBME.2004.826683
    • I. Obeid and P. D. Wolf, "Evaluation of spike-detection algorithms for a brainmachine interface application,"IEEE Trans. Biomed. Eng., vol. 51, no. 6, pp. 905-911, June 2004. (Pubitemid 38661441)
    • (2004) IEEE Transactions on Biomedical Engineering , vol.51 , Issue.6 , pp. 905-911
    • Obeid, I.1    Wolf, P.D.2
  • 39
    • 0034310712 scopus 로고    scopus 로고
    • Detection and sorting of neural spikes using wavelet packets
    • DOI 10.1103/PhysRevLett.85.4637
    • E. Hulata, R. Segev, Y. Shapira, M. Benveniste, and E. Ben-Jacob, "Detection and sorting of neura l spikes using wavelet packets,"Phys. Rev. Lett., vol. 85, no. 21, pp. 4637-4640, 2000. (Pubitemid 32024910)
    • (2000) Physical Review Letters , vol.85 , Issue.21 , pp. 4637-4640
    • Hulata, E.1    Segev, R.2    Shapira, Y.3    Benveniste, M.4    Ben-Jacob, E.5
  • 41
    • 0030893232 scopus 로고    scopus 로고
    • Detection, classification, and superposition resolution of action potentials in multiunit single-channel recordings by an on-line real-time neural network
    • DOI 10.1109/10.568916
    • R. Chandra and L. M. Optican, "Detection, classification, and superposition resolution of action potentials in multiunit single-channel recordings by an on-line real-time neural network,"IEEE Trans. Biomed. Eng., vol. 44, no. 5, pp. 403-412, May 1997. (Pubitemid 27183862)
    • (1997) IEEE Transactions on Biomedical Engineering , vol.44 , Issue.5 , pp. 403-412
    • Chandra, R.1    Optican, L.M.2
  • 42
    • 33645332599 scopus 로고    scopus 로고
    • A new action potential detector using the MTEO and its effec ts on spike sorting systems at low signal-to-noise ratios
    • J. H. Choi, H. K. Jung, and T. Kim, "A new action potential detector using the MTEO and its effec ts on spike sorting systems at low signal-to-noise ratios,"IEEE Trans. Biomed. Eng., vol. 53, no. 4, pp. 738-746, 2006.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.4 , pp. 738-746
    • Choi, J.H.1    Jung, H.K.2    Kim, T.3
  • 43
    • 33644673387 scopus 로고    scopus 로고
    • Algorithms and architectures for low power spike detection and alignment
    • DOI 10.1088/1741-2560/3/1/004, PII S1741256006066122
    • A. Zviagintsev, Y. Perelman, and R. Ginosar, "Algorithms and architectures for low power spike de tection and alignment,"J. Neural Eng., vol. 3, no. 1, pp. 35-42, 2006. (Pubitemid 43332369)
    • (2006) Journal of Neural Engineering , vol.3 , Issue.1 , pp. 35-42
    • Zviagintsev, A.1    Perelman, Y.2    Ginosar, R.3
  • 45
    • 0017485225 scopus 로고
    • Multispike train analysis
    • May
    • M. Abeles and M. H. Goldstein, Jr., "Multispike train analysis,"Proc. IEEE, vol. 65, no. 5, pp. 762-773, May 1977.
    • (1977) Proc. IEEE , vol.65 , Issue.5 , pp. 762-773
    • Abeles, M.1    Goldstein Jr., M.H.2
  • 47
    • 33644700274 scopus 로고    scopus 로고
    • Low-power architectures for spike sorting
    • DOI 10.1109/CNE.2005.1419579, 1419579, 2nd International IEEE EMBS Conference on Neural Engineering, 2005 - Conference Proceedings
    • A. Zviagintsev, Y. Perelman, and R. Ginosar, "Low-power architectures for spike sorting,"in Proc . 4th Int. IEEE EMBS Conf. Neural Eng., Arlington, VA, Mar. 2005, pp. 162-165. (Pubitemid 43803280)
    • (2005) 2nd International IEEE EMBS Conference on Neural Engineering , vol.2005 , pp. 162-165
    • Zviagintsev, A.1    Perelman, Y.2    Ginosar, R.3
  • 48
    • 34247990255 scopus 로고
    • On the Kolmogorov-Smirnov test for normality with mean and variance unknown
    • June
    • H. W. Lilliefors, "On the Kolmogorov-Smirnov test for normality with mean and variance unknown,"J. Amer. Statist. Assoc., vol. 62, no. 318, pp. 399-402, June 1967.
    • (1967) J. Amer. Statist. Assoc. , vol.62 , Issue.318 , pp. 399-402
    • Lilliefors, H.W.1
  • 49
    • 0002643986 scopus 로고
    • The dip test of unimodality
    • Mar.
    • J. A. Hartigan and P. M. Hartigan, "The dip test of unimodality,"Ann. Stat., vol. 13, no. 1, pp. 70-84, Mar. 1985.
    • (1985) Ann. Stat. , vol.13 , Issue.1 , pp. 70-84
    • Hartigan, J.A.1    Hartigan, P.M.2
  • 50
    • 0001218902 scopus 로고
    • Computation of the dip statistic to test for unimodality
    • P. M. Hartigan, "Computation of the dip statistic to test for unimodality,"J. Appl. Statist., vo l. 34, no. 3, pp. 320-325, 1985.
    • (1985) J. Appl. Statist. , vol.34 , Issue.3 , pp. 320-325
    • Hartigan, P.M.1
  • 53
    • 33750814404 scopus 로고    scopus 로고
    • Neighbor number, valley seeking and clustering
    • DOI 10.1016/j.patrec.2006.07.003, PII S0167865506001887
    • C. Zhang, X. Zhang, M. Q. Zhang, and Y. Li, "Neighbor number, valley seeking and clustering,"Pattern Recognit. Lett., vol. 28, no. 2, pp. 173-180, 2007. (Pubitemid 44716400)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.2 , pp. 173-180
    • Zhang, C.1    Zhang, X.2    Zhang, M.Q.3    Li, Y.4
  • 54
    • 0000902522 scopus 로고    scopus 로고
    • Data Clustering Using a Model Granular Magnet
    • M. Blatt, S. Wiseman, and E. Domany, "Data clustering using a model granular magnet,"Neural Comput., vol. 9, no. 9, pp. 1805-1842, 1997. (Pubitemid 127462307)
    • (1997) Neural Computation , vol.9 , Issue.8 , pp. 1805-1842
    • Blatt, M.1    Wiseman, S.2    Domany, E.3
  • 55
    • 33644857809 scopus 로고    scopus 로고
    • Online detection and sorting of extracellularly recorded action potentials in human medial temporal lobe recordings, in vivo
    • DOI 10.1016/j.jneumeth.2005.12.033, PII S0165027006000033
    • U. Rutishauser, E. M. Schuman, and A. N. Mamelak, "Online detection and sorting of extracellularly rec orded action potentials in human medial temporal lobe recordings, in vivo,"J. Neurosci. Methods, vol. 154, no. 1-2, pp. 204-224, 2006. (Pubitemid 43833330)
    • (2006) Journal of Neuroscience Methods , vol.154 , Issue.1-2 , pp. 204-224
    • Rutishauser, U.1    Schuman, E.M.2    Mamelak, A.N.3
  • 56
    • 0000960284 scopus 로고
    • Bayesian modeling and classification of neural signals
    • M. S. Lewicki, "Bayesian modeling and classification of neural signals,"Neural Comput., vol. 6, no. 5 , pp. 1005-1030, 1994.
    • (1994) Neural Comput. , vol.6 , Issue.5 , pp. 1005-1030
    • Lewicki, M.S.1
  • 57
    • 0342840358 scopus 로고    scopus 로고
    • Extracellular recording from multiple neighboring cells : A maximum-likelihood solution to the spike-separation problem
    • New York: Plenum
    • M. Sahani, J. S. Pezaris, and R. A. Andersen, "Extracellular recording from multiple neighboring cells : a maximum-likelihood solution to the spike-separation problem,"in Proc. 6th Ann. Conf. Comput. Neurosci. (CNS97). New York: Plenum, 1998, pp. 619-625.
    • (1998) Proc. 6th Ann. Conf. Comput. Neurosci. (CNS97) , pp. 619-625
    • Sahani, M.1    Pezaris, J.S.2    Andersen, R.A.3
  • 58
    • 0037207286 scopus 로고    scopus 로고
    • Using noise signature to optimize spike-sorting and to assess neuronal classification quality
    • DOI 10.1016/S0165-0270(02)00276-5, PII S0165027002002765
    • C. Pouzat, O. Mazor, and G. Laurent, "Using noise signature to optimize spikesorting and to assess ne uronal classification quality,"J. Neurosci. Methods, vol. 122, no. 1, pp. 43-57, 2002. (Pubitemid 36132167)
    • (2002) Journal of Neuroscience Methods , vol.122 , Issue.1 , pp. 43-57
    • Pouzat, C.1    Mazor, O.2    Laurent, G.3
  • 59
    • 0042626402 scopus 로고    scopus 로고
    • Robust, automatic spike sorting using mixtures of multivariate t-distributions
    • DOI 10.1016/S0165-0270(03)00120-1
    • S. Shoham, M. R. Fellows, and R. A. Normann, "Robust, automatic spike sorting using mixtures of multiv ariate t-distributions,"J. Neurosci. Methods, vol. 127, no. 2, pp. 111-122, 2003. (Pubitemid 36957863)
    • (2003) Journal of Neuroscience Methods , vol.127 , Issue.2 , pp. 111-122
    • Shoham, S.1    Fellows, M.R.2    Normann, R.A.3
  • 60
    • 0033930645 scopus 로고    scopus 로고
    • Intracellular features predicted by extracellular recordings in the hippocampus in vivo
    • D. A. Henze, Z. Borhegyi, J. Csicsvari, A. Mamiya, K. D. Harris, and G. Buzsáki, "Intracellular featur es predicted by extracellular recordings in the hippocampus in vivo,"J. Neurophysiol., vol. 84, no. 1, pp. 390-400, 2000. (Pubitemid 30490059)
    • (2000) Journal of Neurophysiology , vol.84 , Issue.1 , pp. 390-400
    • Henze, D.A.1    Borhegyi, Z.2    Csicsvari, J.3    Mamiya, A.4    Harris, K.D.5    Buzsaki, G.6
  • 61
    • 33751217733 scopus 로고    scopus 로고
    • A tool for synthesizing spike trains with realistic interference
    • DOI 10.1016/j.jneumeth.2006.06.019, PII S0165027006003086
    • L. S. Smith and N. Mtetwa, "A tool for synthesizing spike trains with realistic interference,"J. Neurosci. M ethods, vol. 159, no. 1, pp. 170-180, 2007. (Pubitemid 44792273)
    • (2007) Journal of Neuroscience Methods , vol.159 , Issue.1 , pp. 170-180
    • Smith, L.S.1    Mtetwa, N.2
  • 62
  • 63
    • 0014109171 scopus 로고
    • Neuronal spike trains and stochastic point processes. I. the single spike train
    • D. H. Perkel, G. L. Gerstein, and G. P. Moore, "Neuronal spike trains and stochastic point processes. I. The single spike train,"Biophys. J., vol. 7, no. 4, pp. 391-418, 1967.
    • (1967) Biophys. J. , vol.7 , Issue.4 , pp. 391-418
    • Perkel, D.H.1    Gerstein, G.L.2    Moore, G.P.3
  • 64
    • 70449697993 scopus 로고    scopus 로고
    • An automatic measure for classifying clusters of suspected spikes into single cells versus multiunits
    • Oct.
    • A. Tankus, Y. Yeshurun, and I. Fried, "An automatic measure for classifying clusters of suspected spikes into single cells versus multiunits,"J. Neural Eng., vol. 6, no. 5, p. 056001, Oct. 2009.
    • (2009) J. Neural Eng. , vol.6 , Issue.5 , pp. 056001
    • Tankus, A.1    Yeshurun, Y.2    Fried, I.3
  • 65
    • 0032191695 scopus 로고    scopus 로고
    • Classification of non-stationary neural signals
    • DOI 10.1016/S0165-0270(98)00110-1, PII S0165027098001101
    • R. K. Snider and A. B. Bonds, "Classification of non-stationary neural signals,"J. Neurosci. Methods, vol. 8 4, no. 1-2, pp. 155-166, 1998. (Pubitemid 28485060)
    • (1998) Journal of Neuroscience Methods , vol.84 , Issue.1-2 , pp. 155-166
    • Snider, R.K.1    Bonds, A.B.2
  • 66
    • 33748313143 scopus 로고    scopus 로고
    • Spike sorting: Bayesian clustering of non-stationary data
    • DOI 10.1016/j.jneumeth.2006.04.023, PII S0165027006002007
    • A. Bar-Hillel, A. Spiro, and E. Stark, "Spike sorting: Bayesian clustering of non-stationary data,"J. Neuros ci. Methods, vol. 157, no. 2, pp. 303-316, 2006. (Pubitemid 44331968)
    • (2006) Journal of Neuroscience Methods , vol.157 , Issue.2 , pp. 303-316
    • Bar-Hillel, A.1    Spiro, A.2    Stark, E.3
  • 67
    • 0015546508 scopus 로고
    • On-line multi-unit sorting with resolution of superposition potentials
    • V. J. Prochazka and H. H. Kornhuber, "On-line multi-unit sorting with resolution of superposition potentials, "Electroencephalogr. Clin. Neurophysiol., vol. 34, no. 1, pp. 91-93, 1973.
    • (1973) Electroencephalogr. Clin. Neurophysiol. , vol.34 , Issue.1 , pp. 91-93
    • Prochazka, V.J.1    Kornhuber, H.H.2
  • 68
    • 0026884847 scopus 로고
    • Recognition of multiunit neural signals
    • DOI 10.1109/10.142647
    • A. F. Atiya, "Recognition of multiunit neural signals,"IEEE Trans. Biomed. Eng., vol. 39, no. 7, pp. 723-729 , 1992. (Pubitemid 23133302)
    • (1992) IEEE Transactions on Biomedical Engineering , vol.39 , Issue.7 , pp. 723-729
    • Atiya, A.F.1
  • 69
    • 0037389201 scopus 로고    scopus 로고
    • Automatic sorting for multi-neuronal activity recorded with tetrodes in the presence of overlapping spikes
    • DOI 10.1152/jn.00827.2002
    • S. Takahashi, Y. Anzai, and Y. Sakurai, "Automatic sorting for multi-neuronal activity recorded with tetrodes in the presence of overlapping spikes,"J. Neurophysiol., vol. 89, no. 4, pp. 2245-2258, Apr. 2003. (Pubitemid 36444277)
    • (2003) Journal of Neurophysiology , vol.89 , Issue.4 , pp. 2245-2258
    • Takahashi, S.1    Anzai, Y.2    Sakurai, Y.3
  • 70
    • 39049099450 scopus 로고    scopus 로고
    • Spike sorting based on multi-class support vector machine with superposition resolution
    • DOI 10.1007/s11517-007-0248-0
    • W. Ding and J. Yuan, "Spike sorting based on multi-class support vector machine with superposition resolution ,"Med. Biol. Eng. Comput., vol. 46, no. 2, pp. 139-145, 2008. (Pubitemid 351234018)
    • (2008) Medical and Biological Engineering and Computing , vol.46 , Issue.2 , pp. 139-145
    • Ding, W.1    Yuan, J.2
  • 71
    • 70350225613 scopus 로고    scopus 로고
    • NeuroQuest: A comprehensive tool for large scale neural data pr ocessing and analysis
    • Antalya, Turkey
    • K. Y. Kwon, S. Eldawlatly, and K. G. Oweiss, "NeuroQuest: A comprehensive tool for large scale neural data pr ocessing and analysis,"in Proc. 4th Int. IEEE EMBS Conf. Neural Eng., Antalya, Turkey, 2009, pp. 622-625.
    • (2009) Proc. 4th Int. IEEE EMBS Conf. Neural Eng. , pp. 622-625
    • Kwon, K.Y.1    Eldawlatly, S.2    Oweiss, K.G.3
  • 72
    • 0035054585 scopus 로고    scopus 로고
    • Independent component analysis at the neural cocktail party
    • DOI 10.1016/S0166-2236(00)01683-0, PII S0166223600016830
    • G. D. Brown, S. Yamada, and T. J. Sejnowski, "Independent component analysis at the neural cocktail party,"T rends Neurosci., vol. 24, no. 1, pp. 54-63, 2001. (Pubitemid 32332897)
    • (2001) Trends in Neurosciences , vol.24 , Issue.1 , pp. 54-63
    • Brown, G.D.1    Yamada, S.2    Sejnowski, T.J.3
  • 73
    • 0031106324 scopus 로고    scopus 로고
    • The Utah Intracortical Electrode Array: A recording structure for potential brain-computer interfaces
    • DOI 10.1016/S0013-4694(96)95176-0, PII S0921884X96951760
    • E. M. Maynard, C. T. Nordhausen, and R. A. Normann, "The Utah intracortical array: A recording structure for potential brain-computer interfaces,"Electroencephalogr. Clin. Neurophysiol., vol. 102, pp. 228-239, 1997. (Pubitemid 27165391)
    • (1997) Electroencephalography and Clinical Neurophysiology , vol.102 , Issue.3 , pp. 228-239
    • Maynard, E.M.1    Nordhausen, C.T.2    Normann, R.A.3
  • 74
    • 54049132069 scopus 로고    scopus 로고
    • A nonparametric Bayesian alternative to spike sorting
    • Aug.
    • F. Wood and M. J. Black, "A nonparametric Bayesian alternative to spike sorting,"J. Neurosci. Methods, vol. 173, no. 1, pp. 1-12, Aug. 2008.
    • (2008) J. Neurosci. Methods , vol.173 , Issue.1 , pp. 1-12
    • Wood, F.1    Black, M.J.2
  • 75
    • 41849085557 scopus 로고    scopus 로고
    • Spike train decoding without spike sorting
    • Apr.
    • V. Ventura, "Spike train decoding without spike sorting,"Neural Comput., vol. 20, no. 4, pp. 923-963, Apr. 2 008.
    • (2008) Neural Comput. , vol.20 , Issue.4 , pp. 923-963
    • Ventura, V.1
  • 76
    • 34547652868 scopus 로고    scopus 로고
    • Predicting movement from multiunit activity
    • E. Stark and M. Abeles, "Predicting movement from multiunit activity,"J. Neurosci., vol. 27, no. 31, pp. 838 7-8394, 2007.
    • (2007) J. Neurosci. , vol.27 , Issue.31 , pp. 8387-8394
    • Stark, E.1    Abeles, M.2
  • 78
    • 0036321059 scopus 로고    scopus 로고
    • Temporal structure in neuronal activity during working memory in macaque parietal cortex
    • DOI 10.1038/nn890
    • B. Pesaran, J. S. Pezaris, M. Sahani, P. P. Mitra, and R. A. Andersen, "Temporal structure in neuronal activi ty during working memory in macaque parietal cortex,"Nat. Neurosci., vol. 5, no. 8, pp. 805-811, 2002. (Pubitemid 34827600)
    • (2002) Nature Neuroscience , vol.5 , Issue.8 , pp. 805-811
    • Pesaran, B.1    Pezaris, J.S.2    Sahani, M.3    Mitra, P.P.4    Andersen, R.A.5
  • 80
    • 0344011600 scopus 로고    scopus 로고
    • Inference of hand movements from local field potentials in monkey motor cortex
    • DOI 10.1038/nn1158
    • C. Mehring, J. Rickert, E. Vaadia, S. C. De Oliveira, A. Aertsen, and S. Rotter, "Inference of hand movements from local field potentials in monkey motor cortex,"Nat. Neurosci., vol. 6, no. 12, pp. 1253-1254, Dec. 2003. (Pubitemid 37485117)
    • (2003) Nature Neuroscience , vol.6 , Issue.12 , pp. 1253-1254
    • Mehring, C.1    Rickert, J.2    Vaadia, E.3    De Oliveira, S.C.4    Aertsen, A.5    Rotter, S.6
  • 81
    • 17444405915 scopus 로고    scopus 로고
    • Cortical local field potential encodes movement intentions in the posterior parietal cortex
    • DOI 10.1016/j.neuron.2005.03.004
    • H. Scherberger, M. R. Jarvis, and R. A. Andersen, "Cortical local field potential encodes movement intentions in the posterior parietal cortex,"Neuron, vol. 46, no. 2, pp. 347-354, Apr. 2005. (Pubitemid 40545788)
    • (2005) Neuron , vol.46 , Issue.2 , pp. 347-354
    • Scherberger, H.1    Jarvis, M.R.2    Andersen, R.A.3
  • 84
    • 0037075605 scopus 로고    scopus 로고
    • Instant neural control of a movement signal
    • DOI 10.1038/416141a
    • M. D. Serruya, N. G. Hatsopoulos, L. Paninski, M. R. Fellows, and J. P. Donoghue, "Instant neural control of a movement signal,"Nature, vol. 416, no. 6877, pp. 141-142, 2002. (Pubitemid 34246464)
    • (2002) Nature , vol.416 , Issue.6877 , pp. 141-142
    • Serruya, M.D.1    Hatsopoulos, N.G.2    Paninski, L.3    Fellows, M.R.4    Donoghue, J.P.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.