Modified Oja's Algorithms for Principal Subspace and Minor Subspace Extraction

Neural Processing Letters

Volumn 5, Issue 2, 1997, Pages 105-110

  Chen, Tianping ^a  

^a FUDAN UNIVERSITY   (China)

Author keywords

Minor component subspace extraction; Principal component subspace extraction

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; ITERATIVE METHODS; TIME SERIES ANALYSIS;

MINOR COMPONENT SUBSPACE EXTRACTION; MODIFIED OJA ALGORITHMS; PRINCIPAL COMPONENT SUBSPACE EXTRACTION;

FEATURE EXTRACTION;

EID: 0031125693     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (5)

1. E. Oja, "Neural networks, principal components, and subspaces", International Journal of Neural Systems, Vol. 1, pp. 61-68, 1989.
2. E. Oja, "Principal components, minor components, and linear neural networks", Neural Networks, Vol. 5, pp. 927-935, 1992.
3. J. Wyatt and I. Elfadel, "Time-domain solutions of Oja's equations", Neural Computation, Vol. 7, pp. 915-922, 1995.
4. L. Wang and J. Karhunen, "Unified neural bigradient algorithm for robust PCA and MCA", International Journal of Neural Systems, Vol. 7, pp. 53-67, 1996.
5. T. Chen, Y. Hua and W.Y. Yan, "Global convergence of Oja's subspace algorithm for principal component extraction", IEEE Transactions on Neural Networks (forthcoming).