Local convergence analysis of FastICA

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3889 LNCS, Issue , 2006, Pages 893-900

  Shen, Hao ^a,b   Hüper, Knut ^a,b  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b CSIRO   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; INDEPENDENT COMPONENT ANALYSIS; ITERATIVE METHODS; LINEAR ALGEBRA;

NUMERICAL LINEAR ALGEBRA; POWER ITERATIONS; SCALAR SHIFTED VERSION;

BLIND SOURCE SEPARATION;

EID: 33745711476     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11679363_111     Document Type: Conference Paper

References (7)

1. Comon, P.: Independent component analysis, a new concept? Signal Processing 36 (1994) 287-314
2. Hyvärinen, A., Karhunen, J., Oja, E.: Independent Component Analysis. Wiley, New York (2001)
3. Hyvärinen, A.: Fast and robust fixed-point algorithms for independent component analysis. IEEE Transactions on Neural Networks 10 (1999) 626-634
4. Hüper, K.: A Dynamical System Approach to Matrix Eigenvalue Algorithms. In: Mathematical Systems Theory in Biology, Communications, Computation. Volume 134 of The IMA Volumes in Mathematics and its Applications. Springer, New York (2003) 257-274
5. Regalia, P., Kofidis, E.: Monotonic convergence of fixed-point algorithms for ICA. IEEE Transactions on Neural Networks 14 (2003) 943-949
6. Hüper, K., Shen, H., Seghouane, A.-K.: Local convergence properties of FastICA and some generalisations. IEEE-ICASSP 2006, Toulouse, France; accepted
7. Hüper, K., Shen, H., Seghouane, A.-K.: Geometric optimisation and FastICA algorithms. Contribution to Mini-Symposium: Geometric Optimisation in System and Control I/II The 17th International Symposium on Mathematical Theory of Networks and Systems, Kyoto, Japan, 2006; accepted