A Convergence and Asymptotic Analysis of the Generalized Symmetric FastICA Algorithm
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[1] Erkki Oja,et al. Independent component analysis: algorithms and applications , 2000, Neural Networks.
[2] A. Ferreol,et al. Comparative performance analysis of eight blind source separation methods on radiocommunications signals , 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).
[3] P. Loubaton,et al. Adaptive blind separation of independent sources: a second-order stable algorithm for the general case , 2000 .
[4] Tianwen Wei,et al. A Convergence and Asymptotic Analysis of the Generalized Symmetric FastICA Algorithm , 2014, IEEE Transactions on Signal Processing.
[5] Pierre Comon,et al. Robust Independent Component Analysis by Iterative Maximization of the Kurtosis Contrast With Algebraic Optimal Step Size , 2010, IEEE Transactions on Neural Networks.
[6] Simone G. O. Fiori,et al. Fixed-point neural independent component analysis algorithms on the orthogonal group , 2006, Future Gener. Comput. Syst..
[7] Pierre Comon,et al. Independent component analysis, A new concept? , 1994, Signal Process..
[8] W. Newey,et al. Uniform Convergence in Probability and Stochastic Equicontinuity , 1991 .
[9] Grey Giddins. Statistics , 2016, The Journal of hand surgery, European volume.
[10] Hao Shen,et al. Local Convergence Analysis of FastICA and Related Algorithms , 2008, IEEE Transactions on Neural Networks.
[11] Phillip A. Regalia,et al. Monotonic convergence of fixed-point algorithms for ICA , 2003, IEEE Trans. Neural Networks.
[12] Klaus Nordhausen,et al. Deflation-Based FastICA With Adaptive Choices of Nonlinearities , 2014, IEEE Transactions on Signal Processing.
[13] Esa Ollila,et al. The Deflation-Based FastICA Estimator: Statistical Analysis Revisited , 2010, IEEE Transactions on Signal Processing.
[14] D. Andrews. Generic Uniform Convergence , 1992, Econometric Theory.
[15] Aapo Hyvärinen,et al. A Fast Fixed-Point Algorithm for Independent Component Analysis , 1997, Neural Computation.
[16] Erkki Oja,et al. Performance analysis of the FastICA algorithm and Crame/spl acute/r-rao bounds for linear independent component analysis , 2006, IEEE Transactions on Signal Processing.
[17] Alper T. Erdogan. On the convergence of ICA algorithms with symmetric orthogonalization , 2009, IEEE Trans. Signal Process..
[18] P. Tichavský,et al. Efficient variant of algorithm fastica for independent component analysis attaining the cramer-RAO lower bound , 2005, IEEE/SP 13th Workshop on Statistical Signal Processing, 2005.
[19] Nathalie Delfosse,et al. Adaptive blind separation of independent sources: A deflation approach , 1995, Signal Process..
[20] Tianwen Wei,et al. A study of the fixed points and spurious solutions of the deflation-based FastICA algorithm , 2015, Neural Computing and Applications.
[21] Erkki Oja,et al. Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound , 2006, IEEE Transactions on Neural Networks.
[22] Tianwen Wei,et al. FastICA Algorithm: Five Criteria for the Optimal Choice of the Nonlinearity Function , 2013, IEEE Transactions on Signal Processing.
[23] Erkki Oja,et al. The FastICA Algorithm Revisited: Convergence Analysis , 2006, IEEE Transactions on Neural Networks.
[24] K. Nordhausen,et al. Joint Use of Third and Fourth Cumulants in Independent Component Analysis , 2015, 1505.02613.
[25] Changyuan Fan,et al. On the Convergence Behavior of the FastICA Algorithm with the Kurtosis Cost Function , 2007, Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007).
[26] E. Oja,et al. Independent Component Analysis , 2013 .
[27] A. Hyvärinen,et al. One-unit contrast functions for independent component analysis: a statistical analysis , 1997 .
[28] Aapo Hyvärinen,et al. A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals , 2000, Int. J. Neural Syst..
[29] Erkki Oja,et al. Consistency and asymptotic normality of FastICA and bootstrap FastICA , 2012, Signal Process..
[30] Klaus Nordhausen,et al. A New Performance Index for ICA: Properties, Computation and Asymptotic Analysis , 2010, LVA/ICA.
[31] Klaus Nordhausen,et al. Deflation-based FastICA reloaded , 2011, 2011 19th European Signal Processing Conference.
[32] Visa Koivunen,et al. Compact CramÉr–Rao Bound Expression for Independent Component Analysis , 2008, IEEE Transactions on Signal Processing.
[33] Aapo Hyvärinen,et al. Testing Significance of Mixing and Demixing Coefficients in ICA , 2006, ICA.
[34] J. Cardoso,et al. Blind beamforming for non-gaussian signals , 1993 .
[35] Erkki Oja,et al. Independent component analysis by general nonlinear Hebbian-like learning rules , 1998, Signal Process..
[36] K. Nordhausen,et al. Fourth Moments and Independent Component Analysis , 2014, 1406.4765.
[37] Andrzej Cichocki,et al. Adaptive blind signal and image processing , 2002 .
[38] John W. Fisher,et al. ICA Using Spacings Estimates of Entropy , 2003, J. Mach. Learn. Res..
[39] A. Hyvarinen,et al. One-unit contrast functions for independent component analysis: a statistical analysis , 1997, Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop.
[40] Pierre Comon,et al. Handbook of Blind Source Separation: Independent Component Analysis and Applications , 2010 .
[41] Aapo Hyvärinen,et al. Fast and robust fixed-point algorithms for independent component analysis , 1999, IEEE Trans. Neural Networks.