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Volumn 18, Issue 2, 2008, Pages 105-122

Flexible nonlinear blind signal separation in the complex domain

Author keywords

Blind separation; Complex domain; Flexible; ICA; Mirror model; Non linear; Splitting functions

Indexed keywords

ADAPTIVE SYSTEMS; FUNCTION EVALUATION; LARGE SCALE SYSTEMS; NEURAL NETWORKS; NONLINEAR SYSTEMS;

EID: 44349129006     PISSN: 01290657     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0129065708001427     Document Type: Article
Times cited : (9)

References (42)
  • 3
    • 0026191274 scopus 로고
    • Blind Separation of Sources, Part I: An Adaptive Algorithm Based on Neuromimetic Architecture
    • C. Jutten and J. Herault, “Blind Separation of Sources, Part I: An Adaptive Algorithm Based on Neuromimetic Architecture”, Signal Processing, Vol. 24, pp 1-20, 1991.
    • (1991) Signal Processing , vol.24 , pp. 1-20
    • Jutten, C.1    Herault, J.2
  • 4
    • 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 Computation, Vol. 7, pp 1129-1159, 1995.
    • (1995) Neural Computation , vol.7 , pp. 1129-1159
    • Bell, A.J.1    Sejnowski, T.J.2
  • 5
    • 0034136037 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis of complex valued signals
    • February
    • E. Bingham and A. Hyvärinen: "A fast fixed-point algorithm for independent component analysis of complex valued signals", International Journal of Neural Systems, Vol. 10, No. 1, February, 2000.
    • (2000) International Journal of Neural Systems , vol.10 , Issue.1
    • Bingham, E.1    Hyvärinen, A.2
  • 6
    • 0032651728 scopus 로고    scopus 로고
    • Neural Blind Separation of Complex Sources by Extended APEX Algorithm (EAPEX)
    • S. Fiori, A. Uncini, F. Piazza, “Neural Blind Separation of Complex Sources by Extended APEX Algorithm (EAPEX)”, Proc. of IEEE ISCAS’99, Orlando (USA), June 1999, vol. 5, pp. 627-630.
    • (1999) Proc. of IEEE ISCAS’99, Orlando (USA) , vol.5 , pp. 627-630
    • Fiori, S.1    Uncini, A.2    Piazza, F.3
  • 7
    • 0030417779 scopus 로고    scopus 로고
    • Equivariant Adaptive Source Separation
    • J.-F. Cardoso, and B. H. Laheld, “Equivariant Adaptive Source Separation”, IEEE Trans. on Signal Processing, Vol. 45(2), pp. 3014–3030, 1996.
    • (1996) IEEE Trans. on Signal Processing , vol.45 , Issue.2 , pp. 3014-3030
    • Cardoso, J.-F.1    Laheld, B.H.2
  • 8
    • 0033721976 scopus 로고    scopus 로고
    • Low Complexity Adaptive Non-Linear Function for Blind Signal Separation
    • Como (Italy)
    • A. Pierani, F. Piazza, M. Solazzi, A. Uncini, “Low Complexity Adaptive Non-Linear Function for Blind Signal Separation”, Proc. of IEEE IJCNN2000, Como (Italy)
    • Proc. of IEEE IJCNN2000
    • Pierani, A.1    Piazza, F.2    Solazzi, M.3    Uncini, A.4
  • 9
    • 0032643084 scopus 로고    scopus 로고
    • Multilayer Feedforward Networks with Adaptive Spline Activation Function
    • S. Guarnieri, F. Piazza and A. Uncini, “Multilayer Feedforward Networks with Adaptive Spline Activation Function”, IEEE Trans. on Neural Network, Vol. 10, No. 3, pp.672-683, May 1999
    • (1999) IEEE Trans. on Neural Network , vol.10 , Issue.3 , pp. 672-683
    • Guarnieri, S.1    Piazza, F.2    Uncini, A.3
  • 10
    • 0033080294 scopus 로고    scopus 로고
    • Complex-valued Neural Networks with Adaptive Spline Activation Function for Digital Radio Links Nonlinear Equalization
    • A. Uncini, L. Vecci, P. Campolucci and F. Piazza, “Complex-valued Neural Networks with Adaptive Spline Activation Function for Digital Radio Links Nonlinear Equalization”, IEEE Trans. on Signal Processing, Vol. 47, No. 2, February 1999.
    • (1999) IEEE Trans. on Signal Processing , vol.47 , Issue.2
    • Uncini, A.1    Vecci, L.2    Campolucci, P.3    Piazza, F.4
  • 11
    • 0032187697 scopus 로고    scopus 로고
    • Adaptive Blind Signal Processing - Neural Network Approaches
    • S. Amari, A. Cichocki, "Adaptive Blind Signal Processing - Neural Network Approaches", Proceedings of IEEE, Vol. 86, No. 10, Oct. 1998.
    • (1998) Proceedings of IEEE , vol.86 , Issue.10
    • Amari, S.1    Cichocki, A.2
  • 12
    • 0027839383 scopus 로고    scopus 로고
    • Neural Networks with Digital LUT Activation Function
    • Nagoya, Japan
    • F. Piazza, A. Uncini, M. Zenobi, “Neural Networks with Digital LUT Activation Function”, in Proceedings of IJCNN, Nagoya, Japan, 1993, pp. II-1401-1404.
    • Proceedings of IJCNN , vol.1993 , pp. 1401-1404
    • Piazza, F.1    Uncini, A.2    Zenobi, M.3
  • 13
    • 0032029155 scopus 로고    scopus 로고
    • Learning and Approximation Capabilities of Adaptive Spline Activation Function Neural Networks
    • Lorenzo Vecci, Francesco Piazza, Aurelio Uncini, "Learning and Approximation Capabilities of Adaptive Spline Activation Function Neural Networks", Neural Networks, Vol.11, No.2, pp 259-270, March 1998.
    • (1998) Neural Networks , vol.11 , Issue.2 , pp. 259-270
    • Vecci, L.1    Piazza, F.2    Uncini, A.3
  • 15
    • 0028416938 scopus 로고
    • Independent Component Analysis, A new Concept?
    • Comon P. (1994). Independent Component Analysis, A new Concept? Signal Processing 36 287-314.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comon, P.1
  • 18
    • 0012982822 scopus 로고    scopus 로고
    • Evaluation of blind signal separation methods
    • January 11-15, Aussois, France
    • Shobben D, Torkkola K, Smaragdis P. (January 11-15, 1999). Evaluation of blind signal separation methods. In Proc. of ICA and BSS, Aussois, France.
    • (1999) Proc. of ICA and BSS
    • Shobben, D.1    Torkkola, K.2    Smaragdis, P.3
  • 19
    • 0242637110 scopus 로고    scopus 로고
    • Flexible ICA solution for a novel nonlinear blind source separation problem
    • Vigliano D, Uncini A. (30 Oct. 2003). Flexible ICA solution for a novel nonlinear blind source separation problem. In IEE Electronics Letters, Vol. 39, Issue22, Pag:1616-1617.
    • (2003) IEE Electronics Letters , vol.39 , Issue.22 , pp. 1616-1617
    • Vigliano, D.1    Uncini, A.2
  • 20
    • 0037361328 scopus 로고    scopus 로고
    • Blind Signal Processing by Complex domain Adaptive Spline Neural Network
    • Uncini A, Piazza F. (Mar. 2003). Blind Signal Processing by Complex domain Adaptive Spline Neural Network. In Transaction on Neural Networks, vol.14, no.2.
    • (2003) Neural Networks , vol.14 , Issue.2
    • Uncini, A.1    Piazza, F.2
  • 23
    • 0036684707 scopus 로고    scopus 로고
    • A Generic Framework for Blind Source Separation in Structured Nonlinear Models
    • Aug. 2002
    • Taleb A. (Aug 2002). A Generic Framework for Blind Source Separation in Structured Nonlinear Models. In IEEE Trans. on signal processing, Vol. 50. no 8, Aug. 2002.
    • (2002) IEEE Trans. on Signal Processing , vol.50 , Issue.8
    • Taleb, A.1
  • 24
    • 0033341734 scopus 로고    scopus 로고
    • Source Separation in post nonlinear mixtures
    • Taleb A, Jutten C. (Aug 1999). Source Separation in post nonlinear mixtures. In Trans. on signal processing, vol. 47. no. 10.
    • (1999) Trans. on Signal Processing , vol.47 , Issue.10
    • Taleb, A.1    Jutten, C.2
  • 25
    • 0033080294 scopus 로고    scopus 로고
    • Complex-valued Neural Networks with adaptive spline activation function for digital radio links nonlinear equalization
    • Uncini A, Vecci L, Campolucci P, Piazza F. (Feb 1999). Complex-valued Neural Networks with adaptive spline activation function for digital radio links nonlinear equalization. In IEEE Trans. On signal processing, vol 47, No.2.
    • (1999) IEEE Trans. on Signal Processing , vol.47 , Issue.2
    • Uncini, A.1    Vecci, L.2    Campolucci, P.3    Piazza, F.4
  • 26
    • 14844345867 scopus 로고    scopus 로고
    • An Information Theoretic Approach to a Novel Nonlinear Independent Component Analysis Paradigm
    • Vigliano D., Parisi R., Uncini, A., An Information Theoretic Approach to a Novel Nonlinear Independent Component Analysis Paradigm, In Elsevier Information Theoretic Signal Processing 85 Special Issue (2005) 997-1028.
    • (2005) Elsevier Information Theoretic Signal Processing , vol.85 , pp. 997-1028
    • Vigliano, D.1    Parisi, R.2    Uncini, A.3
  • 29
    • 0034233429 scopus 로고    scopus 로고
    • Blind Signal Processing by the Adaptive Activation function Neuron
    • Fiori S. (August 2000). Blind Signal Processing by the Adaptive Activation function Neuron. In Neural Networks, Vol. 13, No. 6, pp. 597-611.
    • (2000) Neural Networks , vol.13 , Issue.6 , pp. 597-611
    • Fiori, S.1
  • 30
    • 4544275871 scopus 로고    scopus 로고
    • Independent Component Analysis, by Complex Nonlinearities
    • Montreal, Canada
    • T. Adali, T. Kim, and V. D. Calhoun, Independent Component Analysis, by Complex Nonlinearities, in Proc. ICASSP 2004, vol.5, pp. 525-528, Montreal, Canada, 2004.
    • (2004) Proc. ICASSP 2004 , vol.5 , pp. 525-528
    • Adali, T.1    Kim, T.2    Calhoun, V.D.3
  • 31
    • 84953724721 scopus 로고    scopus 로고
    • Complex Infomax: Convergence and Approximation of Infomax With Complex Nonlinearities
    • Switzerland
    • V. D. Calhoun and T. Adali, Complex Infomax: Convergence and Approximation of Infomax With Complex Nonlinearities, in Proc. NNSP, Switzerland, 2002.
    • (2002) Proc. NNSP
    • Calhoun, V.D.1    Adali, T.2
  • 32
    • 0036289981 scopus 로고    scopus 로고
    • Universal approximation of fully complex feed-foreward neural network
    • Orlando, FL
    • T. Kim, T. Adali, Universal approximation of fully complex feed-foreward neural network, in Proc. Of IEEE ICASSP’02, Vol. 1, pp.973-976, Orlando, FL, 2002.
    • (2002) Proc. of IEEE ICASSP’02 , vol.1 , pp. 973-976
    • Kim, T.1    Adali, T.2
  • 34
    • 0026265473 scopus 로고
    • Nonlinear satellite radio links equalized using Blind Neural Network
    • N. Benvenuto, M. Marchesi, F. Piazza, A. Uncini, Nonlinear satellite radio links equalized using Blind Neural Network, Proc. of ICASSP Vol.3, pp.1521-1524, 1991
    • (1991) Proc. of ICASSP , vol.3 , pp. 1521-1524
    • Benvenuto, N.1    Marchesi, M.2    Piazza, F.3    Uncini, A.4
  • 38
    • 0002049291 scopus 로고
    • Separation of mixture of mixture of independent sources through maximum likelihood approach
    • Brussel, Belgium
    • Pham D T, Garrat D, Jutter C. (Aug 1992). Separation of mixture of mixture of independent sources through maximum likelihood approach. In Proc.EUSIPCO, Brussel, Belgium, pp.771-774.
    • (1992) Proc.Eusipco , pp. 771-774
    • Pham, D.T.1    Garrat, D.2    Jutter, C.3
  • 41
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Hyvarinen, A., Oja, E., “A fast fixed-point algorithm for independent component analysis”, In Neural Computation, Vol. 9, pag.1483-1492, 1996.
    • (1996) Neural Computation , vol.9 , pp. 1483-1492
    • Hyvarinen, A.1    Oja, E.2
  • 42
    • 33745701263 scopus 로고    scopus 로고
    • Complex random vectors and ICA models: Identifiability, uniqueness, and separability
    • Eriksson J., Koivunen V., “Complex random vectors and ICA models: identifiability, uniqueness, and separability”, Information Theory, IEEE Transactions on Volume 52, Issue 3, March 2006 Page(s): 1017–1029.
    • (2006) Information Theory, IEEE Transactions On , vol.52 , Issue.3 , pp. 1017-1029
    • Eriksson, J.1    Koivunen, V.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.