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Volumn 1112 LNCS, Issue , 1996, Pages 815-820

Nonlinear Independent Component Analysis by self-organizing maps

Author keywords

[No Author keywords available]

Indexed keywords

BLIND SOURCE SEPARATION; INDEPENDENT COMPONENT ANALYSIS; MIXTURES; NEURAL NETWORKS; CONFORMAL MAPPING; LINEAR TRANSFORMATIONS; MAPPING; MATHEMATICAL TRANSFORMATIONS;

EID: 84902132616     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61510-5_137     Document Type: Conference Paper
Times cited : (8)

References (15)
  • 1
    • 0028416938 scopus 로고
    • Independent component analysis - A new concept?
    • P. Comon, "Independent component analysis - a new concept?, " Signal Processing, vol. 36, no. 3, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , Issue.3 , pp. 287-314
    • Comon, P.1
  • 3
    • 1142284309 scopus 로고
    • A class of neural networks for independent component analysis
    • Lab. of Computer and Information Science, October, Submitted to a journal
    • J. Karhunen, E. Oja, L. Wang, R. Vigario, and J. Joutsensalo, "A class of neural networks for independent component analysis, " Report A28, Helsinki Univ. of Technology, Lab. of Computer and Information Science, October 1995. Submitted to a journal.
    • (1995) Report A28 Helsinki Univ. of Technology
    • Karhunen, J.1    Oja, E.2    Wang, L.3    Vigario, R.4    Joutsensalo, J.5
  • 4
    • 0029411030 scopus 로고
    • An information-maximisation approach to blind separation and blind deconvolution
    • A. Bell and T. Sejnowski, "An information-maximisation approach to blind separation and blind deconvolution, " Neural Computation, vol. 7, no. 6, pp. 1004-1034, 1995.
    • (1995) Neural Computation , vol.7 , Issue.6 , pp. 1004-1034
    • Bell, A.1    Sejnowski, T.2
  • 5
    • 0002580546 scopus 로고    scopus 로고
    • Neural approaches to independent component analysis and source separation
    • (Bruges, Belgium), April
    • J. Karhunen, "Neural approaches to independent component analysis and source separation, " in Proc. of ESANN'96 (4th European Symposium on Artificial Neural Networks), (Bruges, Belgium), pp. 249-266, April 1996.
    • (1996) Proc. of ESANN'96 (4th European Symposium on Artificial Neural Networks) , pp. 249-266
    • Karhunen, J.1
  • 6
    • 0026954957 scopus 로고
    • Blind separation of sources: A nonlinear neural algorithm
    • G. Burel, "Blind separation of sources: A nonlinear neural algorithm, " Neural Networks, vol. 5, no. 6, pp. 937-947, 1992.
    • (1992) Neural Networks , vol.5 , Issue.6 , pp. 937-947
    • Burel, G.1
  • 8
    • 0029013513 scopus 로고
    • Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures
    • G. Deco and W. Brauer, "Nonlinear higher-order statistical decorrelation by volume-conserving neural architectures, " Neural Networks, vol. 8, no. 4, pp. 525-535, 1995.
    • (1995) Neural Networks , vol.8 , Issue.4 , pp. 525-535
    • Deco, G.1    Brauer, W.2
  • 9
    • 0000184052 scopus 로고    scopus 로고
    • Statistical independence and novelty detection with information preserving nonlinear maps
    • L. Parra, G. Deco, and S. Miesbach, "Statistical independence and novelty detection with information preserving nonlinear maps, " Neural Computation, vol. 8, pp. 260-269, 1996.
    • (1996) Neural Computation , vol.8 , pp. 260-269
    • Parra, L.1    Deco, G.2    Miesbach, S.3
  • 10
  • 11
    • 0002754742 scopus 로고    scopus 로고
    • Nonlinear blind source separation by self-organizing maps
    • (Hong Kong), September, Submitted
    • P. Pajunen, A. Hyvftrinen, and J. Karhunen, "Nonlinear blind source separation by self-organizing maps, " in ICONIP'96, (Hong Kong), September 1996. Submitted.
    • (1996) ICONIP'96
    • Pajunen, P.1    Hyvftrinen, A.2    Karhunen, J.3
  • 12
    • 0003410791 scopus 로고
    • vol. 30 of Springer Series in Information Sciences. Springer-Verlag
    • T. Kohonen, Self-Organizing Maps, vol. 30 of Springer Series in Information Sciences. Springer-Verlag, 1995.
    • (1995) Self-Organizing Maps
    • Kohonen, T.1
  • 13
    • 0001449448 scopus 로고    scopus 로고
    • Controlling the magnification factor of self-organizing feature maps
    • to appear
    • H. Bauer, R. Der, and M. Herrmann, "Controlling the magnification factor of self-organizing feature maps, " Neural Computation, 1996. to appear.
    • (1996) Neural Computation
    • Bauer, H.1    Der, R.2    Herrmann, M.3
  • 14
    • 0029217605 scopus 로고
    • Globally-ordered topology-preserving maps with a learning rule performing local weight updates only
    • IEEE Press
    • M. Van Hulle, "Globally-ordered topology-preserving maps with a learning rule performing local weight updates only, " in Neural Networks for Signal Processing V, pp. 95-104, IEEE Press, 1995.
    • (1995) Neural Networks for Signal Processing , vol.5 , pp. 95-104
    • Van Hulle, M.1
  • 15
    • 0000734158 scopus 로고    scopus 로고
    • Perspectives and limitations of self-organizing maps in blind separation of sources
    • (Hong Kong), September, Submitted
    • M. Herrmann and H. Yang, "Perspectives and limitations of self-organizing maps in blind separation of sources, " in ICONIP'96, (Hong Kong), September 1996. Submitted.
    • (1996) ICONIP'96
    • Herrmann, M.1    Yang, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.