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Volumn 4, Issue , 2007, Pages

Generalised fastica for independent subspace analysis

Author keywords

Fast ICA; FastISA; Gra mann manifold; Independent Subspace Analysis (ISA); Newton like method on manifolds

Indexed keywords

ALGORITHMS; NEWTON-RAPHSON METHOD; SIGNAL PROCESSING;

EID: 34547529997     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367343     Document Type: Conference Paper
Times cited : (8)

References (11)
  • 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
  • 2
    • 0034222304 scopus 로고    scopus 로고
    • Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces
    • A. Hyvärinen and P. O. Hoyer, "Emergence of phase and shift invariant features by decomposition of natural images into independent feature subspaces," Neural Computation, vol. 12, no. 7, pp. 1705-1720, 2000.
    • (2000) Neural Computation , vol.12 , Issue.7 , pp. 1705-1720
    • Hyvärinen, A.1    Hoyer, P.O.2
  • 9
    • 35648938006 scopus 로고    scopus 로고
    • Newton's method on Graßmann manifolds
    • to be published
    • U. Helmke, K. Hüper, and J. Trumpf, "Newton's method on Graßmann manifolds," 2007, to be published.
    • (2007)
    • Helmke, U.1    Hüper, K.2    Trumpf, J.3
  • 10
    • 0042525811 scopus 로고    scopus 로고
    • Monotonic convergence of fixed-point algorithms for ICA
    • P Regalia and E. Kofidis, "Monotonic convergence of fixed-point algorithms for ICA," IEEE Transactions on Neural Networks, vol. 14, no. 4, pp. 943-949, 2003.
    • (2003) IEEE Transactions on Neural Networks , vol.14 , Issue.4 , pp. 943-949
    • Regalia, P.1    Kofidis, E.2
  • 11
    • 34547502543 scopus 로고    scopus 로고
    • K. Hüper, A dynamical system approach to matrix eigenvalue algorithms, in Mathematical Systems Theory in Biology, Communications, Computation, J. Rosenthal and D. S. Gilliam, Eds., 134 of The IMA in Mathematics and its Applications, pp. 257-274. Springer, New York, 2003.
    • K. Hüper, "A dynamical system approach to matrix eigenvalue algorithms," in Mathematical Systems Theory in Biology, Communications, Computation, J. Rosenthal and D. S. Gilliam, Eds., vol. 134 of The IMA Volumes in Mathematics and its Applications, pp. 257-274. Springer, New York, 2003.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.