메뉴 건너뛰기




Volumn 109, Issue 19, 2012, Pages 7230-7235

Accurately estimating neuronal correlation requires a new spike-sorting paradigm

Author keywords

Clustering; Correlated spikes; Point process history; Statistical bias; Statistical power

Indexed keywords

ARTICLE; CORRELATION COEFFICIENT; ELECTRODE; NERVE CELL; NEUROPHYSIOLOGY; PRIORITY JOURNAL; SPIKE WAVE; STATISTICAL ANALYSIS; STATISTICAL MODEL;

EID: 84860830731     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1115236109     Document Type: Article
Times cited : (26)

References (28)
  • 2
    • 0035147986 scopus 로고    scopus 로고
    • Temporal binding and the neural correlates of sensory awareness
    • DOI 10.1016/S1364-6613(00)01568-0, PII S1364661300015680
    • Engel AK, Singer W (2001) Temporal binding and the neural correlates of sensory awareness. Trends Cogn Sci 5:16-25. (Pubitemid 32063335)
    • (2001) Trends in Cognitive Sciences , vol.5 , Issue.1 , pp. 16-25
    • Engel, A.K.1    Singer, W.2
  • 3
    • 0034928712 scopus 로고    scopus 로고
    • Synaptic modification by correlated activity: Hebb's postulate revisited
    • Bi GQ, Poo MM (2001) Synaptic modification by correlated activity: Hebb's postulate revisited. Annu Rev Neurosci 24:139-66.
    • (2001) Annu Rev Neurosci , vol.24 , pp. 139-166
    • Bi, G.Q.1    Poo, M.M.2
  • 4
    • 0028290996 scopus 로고
    • Correlated neuronal discharge rate and its implications for psychophysical performance
    • DOI 10.1038/370140a0
    • Zohary E, Shadlen MN, Newsome WT (1994) Correlated neuronal discharge rate and its implications for psychophysical performance. Nature 370:140-143. (Pubitemid 24229125)
    • (1994) Nature , vol.370 , Issue.6485 , pp. 140-143
    • Zohary, E.1    Shadlen, M.N.2    Newsome, W.T.3
  • 5
    • 33745726849 scopus 로고    scopus 로고
    • Neural correlations, population coding and computation
    • Averbeck BB, Latham PE, Pouget A (2006) Neural correlations, population coding and computation. Nat Rev Neurosci 7:358-366.
    • (2006) Nat Rev Neurosci , vol.7 , pp. 358-366
    • Averbeck, B.B.1    Latham, P.E.2    Pouget, A.3
  • 6
    • 0035432365 scopus 로고    scopus 로고
    • Correlated neuronal activity and the flow of neural information
    • DOI 10.1038/35086012
    • Salinas E, Sejnowski TJ (2001) Correlated neuronal activity and the flow of neural information. Nat Rev Neurosci 2:539-550. (Pubitemid 33679827)
    • (2001) Nature Reviews Neuroscience , vol.2 , Issue.8 , pp. 539-550
    • Salinas, E.1    Sejnowski, T.J.2
  • 7
    • 50049100348 scopus 로고    scopus 로고
    • Spatio-temporal correlations and visual signalling in a complete neuronal population
    • Pillow JW, et al. (2008) Spatio-temporal correlations and visual signalling in a complete neuronal population. Nature 454:995-999.
    • (2008) Nature , vol.454 , pp. 995-999
    • Pillow, J.W.1
  • 8
    • 79251595755 scopus 로고    scopus 로고
    • Decoding the activity of neuronal populations in macaque primary visual cortex
    • Graf ABA, Kohn A, Jazayeri M, Movshon JA (2011) Decoding the activity of neuronal populations in macaque primary visual cortex. Nat Neurosci 14:239-245.
    • (2011) Nat Neurosci , vol.14 , pp. 239-245
    • Graf, A.B.A.1    Kohn, A.2    Jazayeri, M.3    Movshon, J.A.4
  • 9
    • 79251589964 scopus 로고    scopus 로고
    • How advances in neural recording affect data analysis
    • Stevenson IH, Kording KP (2011) How advances in neural recording affect data analysis. Nat Neurosci 14:139-142.
    • (2011) Nat Neurosci , vol.14 , pp. 139-142
    • Stevenson, I.H.1    Kording, K.P.2
  • 10
    • 0013130627 scopus 로고    scopus 로고
    • A review of methods for spike sorting: The detection and classification of neural action potentials
    • Lewicki MS (1998) A review of methods for spike sorting: The detection and classification of neural action potentials. Network 9:R53-78.
    • (1998) Network , vol.9
    • Lewicki, M.S.1
  • 11
    • 12844261664 scopus 로고    scopus 로고
    • Quantitative measures of cluster quality for use in extracellular recordings
    • DOI 10.1016/j.neuroscience.2004.09.066, PII S0306452204008425
    • Schmitzer-Torbert N, Jackson J, Henze D, Harris K, Redish AD (2005) Quantitative measures of cluster quality for use in extracellular recordings. Neuroscience 131(1):1-11. (Pubitemid 40170484)
    • (2005) Neuroscience , vol.131 , Issue.1 , pp. 1-11
    • Schmitzer-Torbert, N.1    Jackson, J.2    Henze, D.3    Harris, K.4    Redish, A.D.5
  • 12
    • 66349112605 scopus 로고    scopus 로고
    • Traditional waveform based spike sorting yields biased rate code estimates
    • Ventura V (2009) Traditional waveform based spike sorting yields biased rate code estimates. Proc Natl Acad Sci USA 106:6921-6.
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 6921-6926
    • Ventura, V.1
  • 13
    • 77953812279 scopus 로고    scopus 로고
    • Higher-order correlations in non-stationary parallel spike trains: Statistical modeling and inference
    • Jul 2 4. pii:16
    • Staude B, Grün S, Rotter S (2010) Higher-order correlations in non-stationary parallel spike trains: statistical modeling and inference. Front Comput Neurosci Jul 2 4. pii:16.
    • (2010) Front Comput Neurosci
    • Staude, B.1    Grün, S.2    Rotter, S.3
  • 14
    • 66449119273 scopus 로고    scopus 로고
    • Automatic spike sorting using tuning information
    • Ventura V (2009) Automatic spike sorting using tuning information. Neural Comput 21:2466-2501.
    • (2009) Neural Comput , vol.21 , pp. 2466-2501
    • Ventura, V.1
  • 15
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-the-art and future challenges
    • DOI 10.1038/nn1228
    • Brown EN, Kass RE, Mitra PP (2004) Multiple neural spike trains analysis: state-of-theart and future challenges. Nat Neurosci 7:456-461. (Pubitemid 38552378)
    • (2004) Nature Neuroscience , vol.7 , Issue.5 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3
  • 16
  • 19
    • 0030480277 scopus 로고    scopus 로고
    • Variability of extracellular spike waveforms of cortical neurons
    • Fee MS, Mitra PP, Kleinfeld D (1996) Variability of extracellular spike waveforms of cortical neurons. J Neurophysiol 76:3823-3833. (Pubitemid 27009686)
    • (1996) Journal of Neurophysiology , vol.76 , Issue.6 , pp. 3823-3833
    • Fee, M.S.1    Mitra, P.P.2    Kleinfeld, D.3
  • 20
    • 2442479355 scopus 로고    scopus 로고
    • Improved spike-sorting by modeling firing statistics and burst-dependent spike amplitude attenuation: A Markov chain Monte Carlo approach
    • DOI 10.1152/jn.00227.2003
    • Pouzat C, Delescluse M, Voit P, Diebolt J (2004) Improved spike-sorting by modeling firing statistics and burst-dependent spike amplitude attenuation: a Markov chain Monte Carlo approach. J Neurophysiol 91:2910-2928. (Pubitemid 38649793)
    • (2004) Journal of Neurophysiology , vol.91 , Issue.6 , pp. 2910-2928
    • Pouzat, C.1    Delescluse, M.2    Viot, P.3    Diebolt, J.4
  • 21
    • 64749087371 scopus 로고    scopus 로고
    • Data-driven significance estimation for precise spike correlation
    • Grün S (2009) Data-driven significance estimation for precise spike correlation. J Neurophysiol 101:1126-1140.
    • (2009) J Neurophysiol , vol.101 , pp. 1126-1140
    • Grün, S.1
  • 22
    • 65549099674 scopus 로고    scopus 로고
    • Beyond Poisson: Increased spike-time regularity across primate parietal cortex
    • Maimon G, Assad JA (2009) Beyond Poisson: Increased spike-time regularity across primate parietal cortex. Neuron 62:426-40.
    • (2009) Neuron , vol.62 , pp. 426-440
    • Maimon, G.1    Assad, J.A.2
  • 23
    • 0034738328 scopus 로고    scopus 로고
    • Cross-correlation measures of unresolved multi-neuron recordings
    • Gerstein GL (2000) Cross-correlation measures of unresolved multi-neuron recordings. J Neurosci Methods 100:41-51.
    • (2000) J Neurosci Methods , vol.100 , pp. 41-51
    • Gerstein, G.L.1
  • 24
    • 33749539389 scopus 로고    scopus 로고
    • Robustness of the significance of spike synchrony with respect to sorting errors
    • DOI 10.1007/s10827-006-8899-7
    • Pazienti A, Grün S (2006) Robustness of the significance of spike synchrony with respect to sorting errors. J Comput Neurosci 21:329-42. (Pubitemid 44529202)
    • (2006) Journal of Computational Neuroscience , vol.21 , Issue.3 , pp. 329-342
    • Pazienti, A.1    Grun, S.2
  • 25
    • 75749152336 scopus 로고    scopus 로고
    • Decorrelated neuronal firing in cortical microcircuits
    • Ecker AS, et al. (2010) Decorrelated neuronal firing in cortical microcircuits. Science 327:84-587.
    • (2010) Science , vol.327 , pp. 84-587
    • Ecker, A.S.1
  • 26
    • 79959663278 scopus 로고    scopus 로고
    • Measuring and interpreting neuronal correlations
    • Cohen MR, Kohn A (2011) Measuring and interpreting neuronal correlations. Nat Neurosci 14:811-9.
    • (2011) Nat Neurosci , vol.14 , pp. 811-819
    • Cohen, M.R.1    Kohn, A.2
  • 27
    • 12544253489 scopus 로고    scopus 로고
    • A point process framework for relating neural spiking activity to spiking history, neural ensemble and extrinsic covariate effects
    • Feb
    • Truccolo W, Eden UT, Fellows MR, Donoghue JP, Brown EN (Feb 2005) A point process framework for relating neural spiking activity to spiking history, neural ensemble and extrinsic covariate effects. J Neurophysiology 93:1074-1089.
    • (2005) J Neurophysiology , vol.93 , pp. 1074-1089
    • Truccolo, W.1    Eden, U.T.2    Fellows, M.R.3    Donoghue, J.P.4    Brown, E.N.5
  • 28
    • 0031571254 scopus 로고    scopus 로고
    • Multiunit Normalized Cross Correlation Differs from the Average Single-Unit Normalized Correlation
    • Bedenbaugh P, Gerstein GL (1997) Multiunit normalized cross correlation differs from the average single-unit normalized correlation. Neural Comput 9:1265-75. (Pubitemid 127469148)
    • (1997) Neural Computation , vol.9 , Issue.6 , pp. 1265-1275
    • Bedenbaugh, P.1    Gerstein, G.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.