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Volumn 9, Issue 7, 1997, Pages 1421-1456

Redundancy Reduction and Independent Component Analysis: Conditions on Cumulants and Adaptive Approaches

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EID: 0001210842     PISSN: 08997667     EISSN: None     Source Type: Journal    
DOI: 10.1162/neco.1997.9.7.1421     Document Type: Article
Times cited : (28)

References (43)
  • 2
    • 0346575865 scopus 로고
    • The stochastic quantization of U(N) and SU(N) lattice gauge theory and Langevin equations for the Wilson loops
    • Aldazabal, G., Gonzalez-Arroyo, A., & Parga, N. (1985). The stochastic quantization of U(N) and SU(N) lattice gauge theory and Langevin equations for the Wilson loops. Journal of Physics, A18, 2975.
    • (1985) Journal of Physics , vol.A18 , pp. 2975
    • Aldazabal, G.1    Gonzalez-Arroyo, A.2    Parga, N.3
  • 3
    • 0000717513 scopus 로고    scopus 로고
    • A new learning algorithm for blind signal separation
    • D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Cambridge, MA: MIT Press
    • Amari, S. I., Cichocki, A., & Yang, H. H. (1996). A new learning algorithm for blind signal separation. In D. S. Touretzky, M. C. Mozer, & M. E. Hasselmo (Eds.), Advances in neural information processing systems 8. Cambridge, MA: MIT Press.
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Amari, S.I.1    Cichocki, A.2    Yang, H.H.3
  • 4
    • 34548281969 scopus 로고
    • Could information theory provide an ecological theory of sensory processing?
    • Atick, J. J. (1992). Could information theory provide an ecological theory of sensory processing? NETWORK, 3, 213-251.
    • (1992) NETWORK , vol.3 , pp. 213-251
    • Atick, J.J.1
  • 5
    • 0000728115 scopus 로고
    • Informational aspects of visual perception
    • Attneave, F. (1954). Informational aspects of visual perception. Psychological Review, 61, 183-193.
    • (1954) Psychological Review , vol.61 , pp. 183-193
    • Attneave, F.1
  • 6
    • 0002014402 scopus 로고
    • Possible principles underlying the transformation of sensory messages
    • W. Rosenblith (ed.), Cambridge, MA: MIT Press
    • Barlow, H. B. (1961). Possible principles underlying the transformation of sensory messages. In W. Rosenblith (ed.), Sensory communication (p. 217). Cambridge, MA: MIT Press.
    • (1961) Sensory Communication , pp. 217
    • Barlow, H.B.1
  • 8
    • 0020275987 scopus 로고
    • Bootstrapping adaptive interference cancelers: Some practical limitations
    • November. Paper F3.7, Miami, Nov. 1982
    • Bar-Ness, Y. (1982, November). Bootstrapping adaptive interference cancelers: Some practical limitations. In The Globecom Conf. (pp. 1251-1255). Paper F3.7, Miami, Nov. 1982.
    • (1982) The Globecom Conf. , pp. 1251-1255
    • Bar-Ness, Y.1
  • 9
    • 0027599793 scopus 로고
    • Universal approximation bounds for superpositions of a sigmoidal function
    • Barron, A. R. (1993). Universal approximation bounds for superpositions of a sigmoidal function. IEEE Trans. I. T., 39.
    • (1993) IEEE Trans. I. T. , vol.39
    • Barron, A.R.1
  • 10
    • 0029411030 scopus 로고
    • An information-maximisation approach to blind separation and blind deconvolution
    • Bell, A., & Sejnowski, T. (1995). An information-maximisation approach to blind separation and blind deconvolution. Neural Comp., 7, 1129-1159.
    • (1995) Neural Comp. , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 11
    • 0040693425 scopus 로고
    • Séparation aveugle au second ordre de sources corrélées
    • M. Juan-Les-Pins, 1993
    • Belouchrani, A., & M. (1993). Séparation aveugle au second ordre de sources corrélées. In GRETSI'93, Juan-Les-Pins, 1993.
    • (1993) GRETSI'93
    • Belouchrani, A.1
  • 12
    • 0020074887 scopus 로고
    • Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex
    • Bienenstock, E., Cooper, L., & Munro, P. W. (1982). Theory for the development of neuron selectivity: Orientation specificity and binocular interaction in visual cortex. Journal Neurosciences, 2, 32-48.
    • (1982) Journal Neurosciences , vol.2 , pp. 32-48
    • Bienenstock, E.1    Cooper, L.2    Munro, P.W.3
  • 14
    • 0026954957 scopus 로고
    • Blind separation of sources: A nonlinear neural algorithm
    • Burel, G. (1992). Blind separation of sources: A nonlinear neural algorithm. Neural Networks, 5, 937-947.
    • (1992) Neural Networks , vol.5 , pp. 937-947
    • Burel, G.1
  • 16
    • 0027812550 scopus 로고
    • Blind beamforming for non Gaussian signals
    • Cardoso, J.-F., & Souloumiac, A. (1993). Blind beamforming for non Gaussian signals. IEE Proceedings-F, 140(6), 362-370.
    • (1993) IEE Proceedings-F , vol.140 , Issue.6 , pp. 362-370
    • Cardoso, J.-F.1    Souloumiac, A.2
  • 17
    • 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
    • 0024861871 scopus 로고
    • Approximations by superpositions of a sigmoidal function
    • Cybenko, G. (1989). Approximations by superpositions of a sigmoidal function. Math. Contr. Signals Syst., 2, 303-314.
    • (1989) Math. Contr. Signals Syst. , vol.2 , pp. 303-314
    • Cybenko, G.1
  • 19
    • 0002308310 scopus 로고
    • Adaptive blind separation of independent sources: A deflation approach
    • Delfosse, N., & Loubaton, Ph. (1995). Adaptive blind separation of independent sources: A deflation approach. Signal Processing, 45, 59-83.
    • (1995) Signal Processing , vol.45 , pp. 59-83
    • Delfosse, N.1    Loubaton, Ph.2
  • 20
    • 0000496041 scopus 로고
    • Maximization of mutual information in a linear noisy network: A detailed study
    • Del Giudice, P., Campa, A., Parga, N., & Nadal, J.-P. (1995). Maximization of mutual information in a linear noisy network: A detailed study. NETWORK, 6, 449-468.
    • (1995) NETWORK , vol.6 , pp. 449-468
    • Del Giudice, P.1    Campa, A.2    Parga, N.3    Nadal, J.-P.4
  • 21
    • 0038132569 scopus 로고
    • Application of blind source separation techniques to multi-tag contactless identification systems
    • Las Vegas
    • Deville, Y., & Andry, L. (1995). Application of blind source separation techniques to multi-tag contactless identification systems. Proceedings of NOLTA'95 (pp. 73-78). Las Vegas.
    • (1995) Proceedings of NOLTA'95 , pp. 73-78
    • Deville, Y.1    Andry, L.2
  • 23
    • 0000179296 scopus 로고
    • Source separation without apriori knowledge: The maximum likelihood approach
    • L. Tores, E. MasGrau, & M. A. Lagunas (eds.)
    • Gaeta, M., & Lacoume, J. L. (1990). Source separation without apriori knowledge: The maximum likelihood approach. In L. Tores, E. MasGrau, & M. A. Lagunas (eds.), Signal Processing V, proceedings of EUSIPCO 90 (pp. 621-624).
    • (1990) Signal Processing V, Proceedings of EUSIPCO , vol.90 , pp. 621-624
    • Gaeta, M.1    Lacoume, J.L.2
  • 24
    • 0042000331 scopus 로고
    • Information theory and local learning rules in a self-organizing network of ising spins
    • Haft, M., Schlang, M., & Deco, G. (1995). Information theory and local learning rules in a self-organizing network of ising spins. Phys. Rev. E, 52, 2860-2871.
    • (1995) Phys. Rev. E , vol.52 , pp. 2860-2871
    • Haft, M.1    Schlang, M.2    Deco, G.3
  • 25
    • 0029652445 scopus 로고
    • The wake-sleep algorithm for unsupervised neural networks
    • Hinton, G. E., Dayan, P., Frey, B. J., & Neal, R. M. (1995). The wake-sleep algorithm for unsupervised neural networks. Science, 268, 1158-1160.
    • (1995) Science , vol.268 , pp. 1158-1160
    • Hinton, G.E.1    Dayan, P.2    Frey, B.J.3    Neal, R.M.4
  • 26
    • 0026003099 scopus 로고
    • Olfactory computation and object perception
    • Hopfield, J. J. (1991). Olfactory computation and object perception. Proc. Natl. Acad. Sci. USA, 88, 6462-6466.
    • (1991) Proc. Natl. Acad. Sci. USA , vol.88 , pp. 6462-6466
    • Hopfield, J.J.1
  • 27
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M., & White, H. (1991). Multilayer feedforward networks are universal approximators. Neural Networks, 2, 359-366.
    • (1991) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 28
    • 0026436313 scopus 로고
    • Objective function formulation of the BCM theory of visual cortical plasticity: Statistical connections, stability conditions
    • Intrator, N., & Cooper, L. (1992). Objective function formulation of the BCM theory of visual cortical plasticity: Statistical connections, stability conditions. Neural Networks, 5, 3-17.
    • (1992) Neural Networks , vol.5 , pp. 3-17
    • Intrator, N.1    Cooper, L.2
  • 29
    • 0026191274 scopus 로고
    • Blind separation of sources, part i: An adaptive algorithm based on neuromimetic architecture
    • Jutten, C., & Herault, J. (1991). Blind separation of sources, part i: An adaptive algorithm based on neuromimetic architecture. Signal Processing, 24, 1-10.
    • (1991) Signal Processing , vol.24 , pp. 1-10
    • Jutten, C.1    Herault, J.2
  • 30
    • 0002449489 scopus 로고
    • Adaptive source separation without prewhitening
    • Edinburgh
    • Laheld, B., & Cardoso, J.-F. (1994). Adaptive source separation without prewhitening. In Proc. EUSIPCO (pp. 183-186). Edinburgh.
    • (1994) Proc. EUSIPCO , pp. 183-186
    • Laheld, B.1    Cardoso, J.-F.2
  • 31
    • 0028050061 scopus 로고
    • Formation of receptive fields in realistic visual environments according to the BCM theory
    • Law and Cooper, L. (1994). Formation of receptive fields in realistic visual environments according to the BCM theory. Proc. Natl. Acad. Sci. USA, 91, 7797-7801.
    • (1994) Proc. Natl. Acad. Sci. USA , vol.91 , pp. 7797-7801
    • Law1    Cooper, L.2
  • 32
    • 0347206047 scopus 로고
    • Efficient stereo coding in the multiscale representation
    • Li, Z., & Atick, J. J. (1994). Efficient stereo coding in the multiscale representation. Network: Computation in Neural Systems, 5, 1-18.
    • (1994) Network: Computation in Neural Systems , vol.5 , pp. 1-18
    • Li, Z.1    Atick, J.J.2
  • 33
    • 0023981750 scopus 로고
    • Self-organization in a perceptual network
    • Linsker, R. (1988). Self-organization in a perceptual network. Computer, 21, 105-117.
    • (1988) Computer , vol.21 , pp. 105-117
    • Linsker, R.1
  • 34
    • 0000302959 scopus 로고
    • Separation of a mixture of independent signals using time delayed correlations
    • Molgedey, L., & Schuster, H. G. (1994). Separation of a mixture of independent signals using time delayed correlations. Phys. Rev. Lett., 72, 3634-3637.
    • (1994) Phys. Rev. Lett. , vol.72 , pp. 3634-3637
    • Molgedey, L.1    Schuster, H.G.2
  • 35
    • 0000772267 scopus 로고
    • Nonlinear neurons in the low-noise limit: A factorial code maximizes information transfer
    • Nadal, J.-P., & Parga, N. (1994). Nonlinear neurons in the low-noise limit: A factorial code maximizes information transfer. NETWORK, 5, 565-581.
    • (1994) NETWORK , vol.5 , pp. 565-581
    • Nadal, J.-P.1    Parga, N.2
  • 37
    • 0002049291 scopus 로고
    • Separation of a mixture of independent sources through a maximum likelihood approach
    • Pham, D.-T., Garrat, Ph. & Jutten, Ch. (1992). Separation of a mixture of independent sources through a maximum likelihood approach. In Proc. EUSIPCO (pp. 771-774).
    • (1992) Proc. EUSIPCO , pp. 771-774
    • Pham, D.-T.1    Garrat, Ph.2    Jutten, Ch.3
  • 38
    • 0000878367 scopus 로고
    • Redundancy reduction as a strategy for unsupervised learning
    • Redlich, A. N. (1993). Redundancy reduction as a strategy for unsupervised learning. Neural Comp., 5, 289-304.
    • (1993) Neural Comp. , vol.5 , pp. 289-304
    • Redlich, A.N.1
  • 39
    • 0001634997 scopus 로고
    • Coding of odor quality: Roles of convergence and inhibition
    • Rospars, J.-P., & Fort, J.-C. (1994). Coding of odor quality: Roles of convergence and inhibition. NETWORK, 5, 121-145.
    • (1994) NETWORK , vol.5 , pp. 121-145
    • Rospars, J.-P.1    Fort, J.-C.2
  • 40
    • 0347206048 scopus 로고
    • Development and properties of neural networks
    • Scofield, C. L., & Cooper, L. (1985). Development and properties of neural networks. Contemporary Physics, 26, 125-145.
    • (1985) Contemporary Physics , vol.26 , pp. 125-145
    • Scofield, C.L.1    Cooper, L.2
  • 42
    • 0003582542 scopus 로고
    • Amuse: A new blind identification algorithm
    • New Orleans
    • Tong, L., Soo, V., Liu, R., & Huang, Y. (1990). Amuse: A new blind identification algorithm. In Proc. ISCAS. New Orleans.
    • (1990) Proc. ISCAS
    • Tong, L.1    Soo, V.2    Liu, R.3    Huang, Y.4
  • 43
    • 0000791954 scopus 로고
    • Theoretical predictions of spatiotemporal receptive fields of fly lmcs, and experimental validation
    • van Hateren, J. H. (1992). Theoretical predictions of spatiotemporal receptive fields of fly lmcs, and experimental validation. J. Comp. Physiol. A, 171, 157-170.
    • (1992) J. Comp. Physiol. A , vol.171 , pp. 157-170
    • Van Hateren, J.H.1


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