Stability Analysis of Learning Algorithms for Blind Source Separation

[1]  Shun-ichi Amari,et al.  Natural Gradient Works Efficiently in Learning , 1998, Neural Computation.

[2]  Shun-ichi Amari,et al.  Blind source separation-semiparametric statistical approach , 1997, IEEE Trans. Signal Process..

[3]  Eric Moreau,et al.  Self-adaptive source separation .I. Convergence analysis of a direct linear network controlled by the Herault-Jutten algorithm , 1997, IEEE Trans. Signal Process..

[4]  S. Amari,et al.  Estimating Functions in Semiparametric Statistical Models , 1997 .

[5]  Jean-François Cardoso,et al.  Equivariant adaptive source separation , 1996, IEEE Trans. Signal Process..

[6]  Yannick Deville,et al.  A unified stability analysis of the Hérault-Jutten source separation neural network , 1996, Signal Process..

[7]  Shun-ichi Amari,et al.  Self-adaptive neural networks for blind separation of sources , 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

[8]  J. Wellner.  [Empirical Processes and Applications: An Overview]: Discussion , 1996 .

[9]  Andrzej Cichocki,et al.  A New Learning Algorithm for Blind Signal Separation , 1995, NIPS.

[10]  Terrence J. Sejnowski,et al.  An Information-Maximization Approach to Blind Separation and Blind Deconvolution , 1995, Neural Computation.

[11]  Erkki Oja,et al.  Signal Separation by Nonlinear Hebbian Learning , 1995 .

[12]  Shun-ichi Amari,et al.  Recurrent Neural Networks For Blind Separation of Sources , 1995 .

[13]  K. Do,et al.  Efficient and Adaptive Estimation for Semiparametric Models. , 1994 .

[14]  Tianping Chen,et al.  A neural network approach to blind identification of stochastic and deterministic signals , 1994, Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers.

[15]  Andrzej Cichocki,et al.  Robust learning algorithm for blind separation of signals , 1994 .

[16]  Pierre Comon,et al.  Independent component analysis, A new concept? , 1994, Signal Process..

[17]  P. Bickel.  Efficient and Adaptive Estimation for Semiparametric Models , 1993 .

[18]  M. Murray,et al.  Differential Geometry and Statistics , 1993 .

[19]  Esfandiar Sorouchyari,et al.  Blind separation of sources, part III: Stability analysis , 1991, Signal Process..

[20]  J. Fort.  Stabilité de l'algorithme de séparation de sources de Jutten et Hérault , 1991 .

[21]  Christian Jutten,et al.  Space or time adaptive signal processing by neural network models , 1987 .

[22]  Shun-ichi Amari,et al.  Differential-geometrical methods in statistics , 1985 .

[23]  Shun-ichi Amari,et al.  A Theory of Adaptive Pattern Classifiers , 1967, IEEE Trans. Electron. Comput..