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Volumn 85, Issue 5 SPEC. ISS., 2005, Pages 1045-1058

Fast kernel entropy estimation and optimization

Author keywords

Automatic differentiation; Blind source separation; Independent component analysis; Mutual information; Non parametric entropy estimation; Parzen windows

Indexed keywords

ALGORITHMS; ASYMPTOTIC STABILITY; BLIND SOURCE SEPARATION; ENTROPY; ESTIMATION; INDEPENDENT COMPONENT ANALYSIS; INFORMATION THEORY; ITERATIVE METHODS; OPTIMIZATION; PROBABILITY DENSITY FUNCTION; SENSITIVITY ANALYSIS; STATISTICAL METHODS; VECTORS;

EID: 14844348800     PISSN: 01651684     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.sigpro.2004.11.022     Document Type: Article
Times cited : (42)

References (39)
  • 1
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A.J. Bell, and T.J. Sejnowski An information-maximization approach to blind separation and blind deconvolution Neural Comput. 7 6 1995 1129 1159
    • (1995) Neural Comput. , vol.7 , Issue.6 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 3
    • 0027574888 scopus 로고
    • Entropy-based depth from focus
    • V.M. Bove Jr. Entropy-based depth from focus J. Opt. Soc. Amer. A 10 1993 561 566
    • (1993) J. Opt. Soc. Amer. A , vol.10 , pp. 561-566
    • Bove Jr., V.M.1
  • 5
    • 0032187518 scopus 로고    scopus 로고
    • Blind signal separation: Statistical principles
    • J.-F. Cardoso Blind signal separation statistical principles Proc. IEEE 9 10 1998 2009 2025
    • (1998) Proc. IEEE , vol.9 , Issue.10 , pp. 2009-2025
    • Cardoso, J.-F.1
  • 6
    • 0028416938 scopus 로고
    • Independent component analysis: A new concept
    • P. Comon Independent component analysis a new concept Signal Process. 36 1994 287 314
    • (1994) Signal Process. , vol.36 , pp. 287-314
    • Comon, P.1
  • 10
    • 0036647905 scopus 로고    scopus 로고
    • An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems
    • D. Erdogmus, and J.C. Principe An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems IEEE Trans. Signal Process. 50 7 2002 1780 1786
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.7 , pp. 1780-1786
    • Erdogmus, D.1    Principe, J.C.2
  • 11
  • 12
    • 84952210128 scopus 로고
    • Fast implementation of nonparametric curve estimators
    • J. Fan, and J. Marron Fast implementation of nonparametric curve estimators J. Comput. Graph. Statist. 3 1994 35 56
    • (1994) J. Comput. Graph. Statist. , vol.3 , pp. 35-56
    • Fan, J.1    Marron, J.2
  • 13
    • 10044252413 scopus 로고    scopus 로고
    • Nonparametric density estimation: Toward computational tractability
    • A. Gray, A. Moore, Nonparametric density estimation: toward computational tractability, SIAM Data Mining.
    • SIAM Data Mining
    • Gray, A.1    Moore, A.2
  • 14
    • 3042529243 scopus 로고    scopus 로고
    • Rapid evaluation of multiple density models
    • A. Gray, A. Moore, Rapid evaluation of multiple density models, in: AI and Statistics, 2003.
    • (2003) AI and Statistics
    • Gray, A.1    Moore, A.2
  • 18
  • 22
    • 0000255539 scopus 로고
    • Fast exact multiplication by the hessian
    • B.A. Pearlmutter Fast exact multiplication by the hessian Neural Comput. 6 1 1994 147 160
    • (1994) Neural Comput. , vol.6 , Issue.1 , pp. 147-160
    • Pearlmutter, B.A.1
  • 23
    • 14844348146 scopus 로고    scopus 로고
    • Fast algorithm for estimating mutual information, entropies and score functions
    • D.T. Pham, Fast algorithm for estimating mutual information, entropies and score functions, in: Proceedings of the ICA2003, pp. 17-22.
    • Proceedings of the ICA2003 , pp. 17-22
    • Pham, D.T.1
  • 24
    • 0031191456 scopus 로고    scopus 로고
    • Blind separation of a mixture of independent sources through a quasi-maximum likelihood approach
    • D.T. Pham, and P. Garrat Blind separation of a mixture of independent sources through a quasi-maximum likelihood approach IEEE Trans. Signal Process. 45 7 1997 1712 1725
    • (1997) IEEE Trans. Signal Process. , vol.45 , Issue.7 , pp. 1712-1725
    • Pham, D.T.1    Garrat, P.2
  • 27
    • 0036571074 scopus 로고    scopus 로고
    • Entropy minimization for supervised digital communications channel equalization
    • I. Santamaria, D. Erdogmus, and J.C. Principe Entropy minimization for supervised digital communications channel equalization IEEE Trans. Signal Process. 50 5 2002 1184 1192
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.5 , pp. 1184-1192
    • Santamaria, I.1    Erdogmus, D.2    Principe, J.C.3
  • 29
    • 0034134043 scopus 로고    scopus 로고
    • Polarization and statistical analysis of scenes containing a semi-reflector
    • Y.Y. Schechner, J. Shamir, and N. Kiryati Polarization and statistical analysis of scenes containing a semi-reflector J. Opt. Soc. Amer. A 17 2000 276 284
    • (2000) J. Opt. Soc. Amer. A , vol.17 , pp. 276-284
    • Schechner, Y.Y.1    Shamir, J.2    Kiryati, N.3
  • 30
    • 3843094964 scopus 로고    scopus 로고
    • Gradient-based manipulation of nonparametric entropy estimates
    • N.N. Schraudolph Gradient-based manipulation of nonparametric entropy estimates IEEE Trans. Neural Networks 15 4 2004 828 837
    • (2004) IEEE Trans. Neural Networks , vol.15 , Issue.4 , pp. 828-837
    • Schraudolph, N.N.1
  • 32
    • 0002319720 scopus 로고
    • Kernel density estimation using the fast Fourier transform
    • B.W. Silverman Kernel density estimation using the fast Fourier transform J. Roy. Statist. Soc. Ser. C Appl. Statist. 31 1 1982 93 99
    • (1982) J. Roy. Statist. Soc. Ser. C: Appl. Statist. , vol.31 , Issue.1 , pp. 93-99
    • Silverman, B.W.1
  • 35
    • 0000070850 scopus 로고    scopus 로고
    • Optimization of mutual information for multiresolution image registration
    • P. Thevenaz, and M. Unser Optimization of mutual information for multiresolution image registration IEEE Trans. Image Process. 9 12 2000 2083 2099
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.12 , pp. 2083-2099
    • Thevenaz, P.1    Unser, M.2
  • 36
    • 0002260546 scopus 로고
    • A test for normality based on sample entropy
    • O. Vasicek A test for normality based on sample entropy J. Roy. Statist. Soc. Ser. B 38 1 1976 54 59
    • (1976) J. Roy. Statist. Soc. Ser. B , vol.38 , Issue.1 , pp. 54-59
    • Vasicek, O.1
  • 37
    • 0004246593 scopus 로고
    • Ph.D. Thesis, Massachusetts Institute of Technology - Artificial Intelligence Laboratory
    • P.A. Viola, Alignment by maximization of mutual information, Ph.D. Thesis, Massachusetts Institute of Technology - Artificial Intelligence Laboratory, 1995.
    • (1995) Alignment by Maximization of Mutual Information
    • Viola, P.A.1
  • 38
    • 84952221978 scopus 로고
    • Fast computation of multivariate kernel estimators
    • M.P. Wand Fast computation of multivariate kernel estimators J. Comput. Graph. Statist. 3 1994 433 445
    • (1994) J. Comput. Graph. Statist. , vol.3 , pp. 433-445
    • Wand, M.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.