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Volumn 4, Issue , 2007, Pages

Self-normalizing dual systems for minor and principal component extraction

Author keywords

Dual purpose MCA PCA systems; Generalized eigenvalue problem; Global convergence; Liapunov stability; Minor components; Oja's learning rule; Principal components; Rayleigh quotient

Indexed keywords

DUAL-PURPOSE MCA/PCA SYSTEMS; GENERALIZED EIGENVALUE PROBLEM; GLOBAL CONVERGENCE; LIAPUNOV STABILITY; MINOR COMPONENTS; OJA'S LEARNING RULE; RAYLEIGH QUOTIENT;

EID: 34547550416     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367212     Document Type: Conference Paper
Times cited : (7)

References (10)
  • 1
    • 0026954958 scopus 로고
    • Principal components, minor components, and linear neural networks
    • November
    • E. Oja, "Principal components, minor components, and linear neural networks. Neural Networks," 5:927-935, November 1992.
    • (1992) Neural Networks , vol.5 , pp. 927-935
    • Oja, E.1
  • 2
    • 0024883243 scopus 로고
    • Optimal unsupervised learning in a single-layer linear feedforward network
    • T. D. Sanger, "Optimal unsupervised learning in a single-layer linear feedforward network," Neural Networks, 2:459-473, 1989.
    • (1989) Neural Networks , vol.2 , pp. 459-473
    • Sanger, T.D.1
  • 3
    • 0027206958 scopus 로고
    • Least mean square error recognition principle for self organizing neural nets
    • L. Xu, "Least mean square error recognition principle for self organizing neural nets," Neural Networks, 6:627-648, 1993.
    • (1993) Neural Networks , vol.6 , pp. 627-648
    • Xu, L.1
  • 4
    • 0035187852 scopus 로고    scopus 로고
    • Unified Stabilization Approach to Principal and Minor Components Algorithms
    • T. Chen and Shun-ichi Amari, "Unified Stabilization Approach to Principal and Minor Components Algorithms," Neural Networks, Vol. 14, pp. 1377-1387, 2001.
    • (2001) Neural Networks , vol.14 , pp. 1377-1387
    • Chen, T.1    Amari, S.2
  • 7
    • 33646976814 scopus 로고
    • Some Extensions of Liapunov's Second Method
    • Dec Pages
    • J. LaSalle, "Some Extensions of Liapunov's Second Method," IRE Transactions on Circuit Theory, Volume 7, Issue 4, Dec 1960 Page(s):520-527
    • (1960) IRE Transactions on Circuit Theory , vol.7 , Issue.4 , pp. 520-527
    • LaSalle, J.1
  • 8
    • 51749087091 scopus 로고    scopus 로고
    • M.A. Hasan, Natural Gradient for Minor Component Extraction, Proceedings of the IEEE International Symposium on Circuits and Systems, 2005 (ISCAS 2005), 23-26 May 2005 Page(s):5138-5141.
    • M.A. Hasan, "Natural Gradient for Minor Component Extraction," Proceedings of the IEEE International Symposium on Circuits and Systems, 2005 (ISCAS 2005), 23-26 May 2005 Page(s):5138-5141.
  • 10
    • 16544390732 scopus 로고    scopus 로고
    • A self-stabilizing learning rule for minor component analysis
    • R. Moller, "A self-stabilizing learning rule for minor component analysis," Int. J. Neural Syst., vol. 14, pp. 1-8, 2004.
    • (2004) Int. J. Neural Syst , vol.14 , pp. 1-8
    • Moller, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.