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Volumn , Issue , 2013, Pages

Bayesian entropy estimation for binary spike train data using parametric prior knowledge

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; ENTROPY; MODELS;

EID: 84899017600     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (29)

References (24)
  • 1
    • 33947524701 scopus 로고    scopus 로고
    • Causality detection based on informationtheoretic approaches in time series analysis
    • K. H. Schindler, M. Palus, M. Vejmelka, and J. Bhattacharya. Causality detection based on informationtheoretic approaches in time series analysis. Physics Reports, 441:1-46, 2007.
    • (2007) Physics Reports , vol.441 , pp. 1-46
    • Schindler, K.H.1    Palus, M.2    Vejmelka, M.3    Bhattacharya, J.4
  • 2
    • 0005472817 scopus 로고
    • On measures of dependence
    • 9
    • A. Rényi. On measures of dependence. Acta Mathematica Hungarica, 10(3-4):441-451, 9 1959.
    • (1959) Acta Mathematica Hungarica , vol.10 , Issue.3-4 , pp. 441-451
    • Rényi, A.1
  • 3
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • C. Chow and C. Liu. Approximating discrete probability distributions with dependence trees. Information Theory, IEEE Transactions on, 14(3):462-467, 1968.
    • (1968) Information Theory IEEE Transactions on , vol.14 , Issue.3 , pp. 462-467
    • Chow, C.1    Liu, C.2
  • 4
    • 0344898137 scopus 로고    scopus 로고
    • Nonparametric estimation of Shannon' s index of diversity when there are unseen species in sample
    • A. Chao and T. Shen. Nonparametric estimation of Shannon's index of diversity when there are unseen species in sample. Environmental and Ecological Statistics, 10(4):429-443, 2003.
    • (2003) Environmental and Ecological Statistics , vol.10 , Issue.4 , pp. 429-443
    • Chao, A.1    Shene, T.2
  • 5
    • 0024668120 scopus 로고
    • Estimating the information content of symbol sequences and efficient codes
    • P. Grassberger. Estimating the information content of symbol sequences and efficient codes. Information Theory, IEEE Transactions on, 35(3):669-675, 1989.
    • (1989) Information Theory IEEE Transactions on , vol.35 , Issue.3 , pp. 669-675
    • Grassberger, P.1
  • 6
    • 28444443140 scopus 로고
    • Calculation of entropy from data of motion
    • S. Ma. Calculation of entropy from data of motion. Journal of Statistical Physics, 26(2):221-240, 1981.
    • (1981) Journal of Statistical Physics , vol.26 , Issue.2 , pp. 221-240
    • Ma, S.1
  • 7
    • 34548790687 scopus 로고    scopus 로고
    • Correcting for the sampling bias problem in spike train information measures
    • Sep
    • S. Panzeri, R. Senatore, M. A. Montemurro, and R. S. Petersen. Correcting for the sampling bias problem in spike train information measures. J Neurophysiol, 98(3):1064-1072, Sep 2007.
    • (2007) J Neurophysiol , vol.98 , Issue.3 , pp. 1064-1072
    • Panzeri, S.1    Senatore, R.2    Montemurro, M.A.3    Petersen, R.S.4
  • 8
    • 0041877169 scopus 로고    scopus 로고
    • Estimation of entropy and mutual information
    • L. Paninski. Estimation of entropy and mutual information. Neural Computation, 15:1191-1253, 2003.
    • (2003) Neural Computation , vol.15 , pp. 1191-1253
    • Paninski, L.1
  • 11
    • 0041877169 scopus 로고    scopus 로고
    • Estimation of entropy and mutual information
    • L. Paninski. Estimation of entropy and mutual information. Neural Computation, 15:1191-1253, 2003.
    • (2003) Neural Computation , vol.15 , pp. 1191-1253
    • Paninski, L.1
  • 14
    • 38649136181 scopus 로고    scopus 로고
    • Approaches to information-theoretic analysis of neural activity
    • J. Victor. Approaches to information-theoretic analysis of neural activity. Biological theory, 1(3):302-316, 2006.
    • (2006) Biological Theory , vol.1 , Issue.3 , pp. 302-316
    • Victor, J.1
  • 15
    • 34447249549 scopus 로고    scopus 로고
    • Estimating information rates with confidence intervals in neural spike trains
    • Jul
    • J. Shlens, M. B. Kennel, H. D. I. Abarbanel, and E. J. Chichilnisky. Estimating information rates with confidence intervals in neural spike trains. Neural Computation, 19(7):1683-1719, Jul 2007.
    • (2007) Neural Computation , vol.19 , Issue.7 , pp. 1683-1719
    • Shlens, J.1    Kennel, M.B.2    Abarbanel, H.D.I.3    Chichilnisky, E.J.4
  • 16
    • 34548391942 scopus 로고    scopus 로고
    • Coverage-adjusted entropy estimation
    • V. Q. Vu, B. Yu, and R. E. Kass. Coverage-adjusted entropy estimation. Statistics in medicine, 26(21):4039-4060, 2007.
    • (2007) Statistics in Medicine , vol.26 , Issue.21 , pp. 4039-4060
    • Vu, V.Q.1    Yu, B.2    Kass, R.E.3
  • 17
    • 63249122059 scopus 로고    scopus 로고
    • Information in the nonstationary cases
    • PMID: 18928371
    • V. Q. Vu, B. Yu, and R. E. Kass. Information in the nonstationary case. Neural Computation, 21(3):688-703, 2009, http://www.mitpressjournals.org/doi/ pdf/10.1162/neco.2008.01-08-700. PMID: 18928371.
    • (2009) Neural Computation , vol.21 , Issue.3 , pp. 688-703
    • Vu, V.Q.1    Yu, B.2    Kass, R.E.3
  • 18
    • 84877790753 scopus 로고    scopus 로고
    • Bayesian estimation of discrete entropy with mixtures of stickbreaking priors
    • P. Bartlett, F. Pereira, C. Burges, L. Bottou, and K. Weinberger, editors MIT Press, Cambridge, MA
    • E. Archer, I. M. Park, and J. Pillow. Bayesian estimation of discrete entropy with mixtures of stickbreaking priors. In P. Bartlett, F. Pereira, C. Burges, L. Bottou, and K. Weinberger, editors, Advances in Neural Information Processing Systems 25, pages 2024-2032. MIT Press, Cambridge, MA, 2012.
    • (2012) Advances in Neural Information Processing Systems , vol.25 , pp. 2024-2032
    • Archer, E.1    Park, I.M.2    Pillow, J.3
  • 22
    • 0000328645 scopus 로고
    • Estimating functions of probability distributions from a finite set of samples
    • D. Wolpert and D. Wolf. Estimating functions of probability distributions from a finite set of samples. Physical Review E, 52(6):6841-6854, 1995.
    • (1995) Physical Review e , vol.52 , Issue.6 , pp. 6841-6854
    • Wolpert, D.1    Wolf, D.2
  • 24
    • 0033208606 scopus 로고    scopus 로고
    • On decoding the responses of a population of neurons from short time windows
    • A. Panzeri, S. Treves, S. Schultz, and E. Rolls. On decoding the responses of a population of neurons from short time windows. Neural Computation, 11:1553-1577, 1999.
    • (1999) Neural Computation , vol.11 , pp. 1553-1577
    • Panzeri, A.1    Treves, S.2    Schultz, S.3    Rolls, E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.