메뉴 건너뛰기




Volumn 58, Issue 4, 2013, Pages 377-386

Estimation of neural firing rate: The wavelet density estimation approach

Author keywords

firing rate estimation; histogram method; kernel estimator; wavelet density estimation

Indexed keywords

ACCURATE ESTIMATION; CLASSICAL APPROACH; DENSITY ESTIMATION; FIRING RATES; HISTOGRAM METHOD; KERNEL ESTIMATORS; NEURAL SPIKE TRAINS; SIMULATION STUDIES;

EID: 84883337701     PISSN: 00135585     EISSN: None     Source Type: Journal    
DOI: 10.1515/bmt-2013-0060     Document Type: Article
Times cited : (2)

References (22)
  • 1
    • 0019981411 scopus 로고
    • Quantification, smoothing, and confidence-limits for single-units histograms
    • Abeles M. Quantification, smoothing, and confidence-limits for single-units histograms. J Neurosci Methods 1982; 5: 317-325.
    • (1982) J Neurosci Methods , vol.5 , pp. 317-325
    • Abeles, M.1
  • 2
    • 0037092434 scopus 로고    scopus 로고
    • The timing of response onset and offset in macaque visual neurons
    • Bair W, Cavanaugh JR, Smith MA, Movshon JA. The timing of response onset and offset in macaque visual neurons. J Neurosci 2002; 22: 3189-3205.
    • (2002) J Neurosci , vol.22 , pp. 3189-3205
    • Bair, W.1    Cavanaugh, J.R.2    Smith, M.A.3    Movshon, J.A.4
  • 3
    • 84898431324 scopus 로고
    • Variable kernel estimates of multivariate densities
    • Breiman L, Meisel W, Purcell E. Variable kernel estimates of multivariate densities. Technometrics 1977; 19: 135-144.
    • (1977) Technometrics , vol.19 , pp. 135-144
    • Breiman, L.1    Meisel, W.2    Purcell, E.3
  • 4
    • 27644554392 scopus 로고    scopus 로고
    • Encoding a temporally structured stimulus with a temporally structured neural representation
    • Brown SL, Joseph J, Stopfer M. Encoding a temporally structured stimulus with a temporally structured neural representation. Nat Neurosci 2005; 8: 1568-1576.
    • (2005) Nat Neurosci , vol.8 , pp. 1568-1576
    • Brown, S.L.1    Joseph, J.2    Stopfer, M.3
  • 5
    • 2142765521 scopus 로고    scopus 로고
    • Multiple neural spike train data analysis: State-of-The-art and future challenges
    • Brown EN, Kass RE, Mitra PP. Multiple neural spike train data analysis: state-of-the-art and future challenges. Nat Neurosci 2004; 7: 456-461.
    • (2004) Nat Neurosci , vol.7 , pp. 456-461
    • Brown, E.N.1    Kass, R.E.2    Mitra, P.P.3
  • 6
    • 0001215143 scopus 로고
    • Evaluation of an unknown distribution density from observations
    • Cencov NN. Evaluation of an unknown distribution density from observations. Soviet Math Dokl 1962; 3: 1559-1562.
    • (1962) Soviet Math Dokl , vol.3 , pp. 1559-1562
    • Cencov, N.N.1
  • 8
    • 0010045457 scopus 로고    scopus 로고
    • Bayesian curve-fitting with free-knot splines
    • DiMatteo I, Genovese C, Kass R. Bayesian curve-fitting with free-knot splines. Biometrika 2001; 88: 1055-1071.
    • (2001) Biometrika , vol.88 , pp. 1055-1071
    • Dimatteo, I.1    Genovese, C.2    Kass, R.3
  • 9
  • 10
    • 0002318041 scopus 로고
    • An approach to the quantitative analysis of electrophysiological data from single neurons
    • Gerstein G, Kiang NYS. An approach to the quantitative analysis of electrophysiological data from single neurons. Biophys J 1960; 1: 15-28.
    • (1960) Biophys J , vol.1 , pp. 15-28
    • Gerstein, G.1    Kiang, N.Y.S.2
  • 11
    • 0014680923 scopus 로고
    • Simultaneously recorded trains of action potentials - Analysis and functional interpretation
    • Gerstein GL, Perkel DH. Simultaneously recorded trains of action potentials - analysis and functional interpretation. Science 1969; 3: 828-830.
    • (1969) Science , vol.3 , pp. 828-830
    • Gerstein, G.L.1    Perkel, D.H.2
  • 14
    • 0032744821 scopus 로고    scopus 로고
    • Single-trial estimation of neuronal firing rates: From single-neuron spike trains to population activity
    • Nawrot M, Aertsen A, Rotter S. Single-trial estimation of neuronal firing rates: from single-neuron spike trains to population activity. J Neurosci Methods 1999; 94: 81-92.
    • (1999) J Neurosci Methods , vol.94 , pp. 81-92
    • Nawrot, M.1    Aertsen, A.2    Rotter, S.3
  • 15
    • 0001473437 scopus 로고
    • Estimation of a probability density-function and mode
    • Parzen E. Estimation of a probability density-function and mode. Ann Math Stat 1962; 33: 1065-1076.
    • (1962) Ann Math Stat , vol.33 , pp. 1065-1076
    • Parzen, E.1
  • 16
    • 41849144870 scopus 로고    scopus 로고
    • Maximum likelihood wavelet density estimation with applications to image and shape matching
    • Peter A, Rangarajan A. Maximum likelihood wavelet density estimation with applications to image and shape matching. IEEE Trans Image Process 2008; 17: 458-468.
    • (2008) IEEE Trans Image Process , vol.17 , pp. 458-468
    • Peter, A.1    Rangarajan, A.2
  • 17
    • 0025149051 scopus 로고
    • Temporal encoding of two-dimensional patterns by single units in primate primary visual cortex. I. Stimulus-response relations
    • Richmond BJ, Optican LM, Spitzer H. Temporal encoding of two-dimensional patterns by single units in primate primary visual cortex. I. Stimulus-response relations. J Neurophysiol 1990; 64: 351-369.
    • (1990) J Neurophysiol , vol.64 , pp. 351-369
    • Richmond, B.J.1    Optican, L.M.2    Spitzer, H.3
  • 18
    • 0018911760 scopus 로고
    • Adaptive filtering of neuronal spike train data
    • Sanderson A. Adaptive filtering of neuronal spike train data. IEEE Trans Biomed Eng 1980; 27: 271-274.
    • (1980) IEEE Trans Biomed Eng , vol.27 , pp. 271-274
    • Sanderson, A.1
  • 19
    • 34249745727 scopus 로고    scopus 로고
    • A method for selecting the bin size of a time histogram
    • Shimazaki H, Shinomoto S. A method for selecting the bin size of a time histogram. Neural Comput 2007; 19: 1503-1527.
    • (2007) Neural Comput , vol.19 , pp. 1503-1527
    • Shimazaki, H.1    Shinomoto, S.2
  • 20
    • 77956926830 scopus 로고    scopus 로고
    • Kernel bandwidth optimization in spike rate estimation
    • Shimazaki H, Shinomoto S. Kernel bandwidth optimization in spike rate estimation. J Comput Neurosci 2010; 29: 171-182.
    • (2010) J Comput Neurosci , vol.29 , pp. 171-182
    • Shimazaki, H.1    Shinomoto, S.2
  • 22
    • 0036813578 scopus 로고    scopus 로고
    • Model based decoding of spike trains
    • Wiener M, Richmond B. Model based decoding of spike trains. Biosystems 2002; 67: 295-300.
    • (2002) Biosystems , vol.67 , pp. 295-300
    • Wiener, M.1    Richmond, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.