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Volumn 2, Issue 3, 1998, Pages 203-214

Fast dimensionality reduction and simple PCA

Author keywords

Hebbian learning; Image compression; Matrix diagonalization; Principal component analysis

Indexed keywords

DIMENSIONALITY REDUCTION; FAST CONVERGENCE RATE; HANDWRITTEN DIGIT; HEBBIAN LEARNING; HIGH-DIMENSIONAL IMAGE DATABASE; MATRIX DIAGONALIZATION; PRINCIPAL COMPONENTS; PRINCIPAL COMPONENTS ANALYSIS;

EID: 0038738455     PISSN: 1088467X     EISSN: 15714128     Source Type: Journal    
DOI: 10.3233/IDA-1998-2304     Document Type: Article
Times cited : (138)

References (12)
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    • Bravais, A., Analyse mathematique sur les probabilites des erreurs de situation d'un point. Memoires Presentes a L' Academie Royale des Sciences de L'Institut de France, Sciences Mathematiques et Physiques. Sci. Math Phys., 9, 255-332,1846.
    • (1846) Sciences Mathematiques et Physiques. Sci. Math Phys , vol.9 , pp. 255-332
    • Bravais, A.1
  • 6
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • 498-520, 498-520
    • Hotelling, H., Analysis of a Complex of Statistical Variables into Principal Components. Journal of Educational Psychology, 24, 417-441, 498-520, 498-520, 1933.
    • (1933) Journal of Educational Psychology , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 8
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to a system of points in space
    • Pearson, K., On Lines and Planes of Closest Fit to a System of Points in Space. Philosophical Magazine, 2, 79-156, 1901.
    • (1901) Philosophical Magazine , vol.2 , pp. 79-156
    • Pearson, K.1
  • 9
    • 0013406788 scopus 로고
    • Correlation and scatter in statistical variables
    • Frisch, R., Correlation and Scatter in Statistical Variables. Nordic Statistical Journal, 8,36-102, 1929.
    • (1929) Nordic Statistical Journal , vol.8 , pp. 36-102
    • Frisch, R.1
  • 11
    • 0003137923 scopus 로고
    • Efficient pattern recognition using a new transformation distance
    • Simard, P., Cun, Y. Le, and Denker, J., Efficient Pattern Recognition Using a New Transformation Distance. NIPS, 5, 50-58, 1993.
    • (1993) NIPS , vol.5 , pp. 50-58
    • Simard, P.1    Le, C.Y.2    Denker, J.3
  • 12
    • 0004271918 scopus 로고
    • Springer-Verlag, Berlin New York
    • Wilkinson, J. H., Linear Algebra. Springer-Verlag, Berlin, New York, 1971.
    • (1971) Linear Algebra
    • Wilkinson, J.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.