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Volumn 14, Issue 1, 2003, Pages 216-221

A new approach to perceptron training

Author keywords

Linear separability; Nonsmooth optimization; Perceptron training

Indexed keywords

ALGORITHMS; FUNCTIONS; OPTIMIZATION; PROBLEM SOLVING;

EID: 0037274674     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2002.806631     Document Type: Article
Times cited : (6)

References (11)
  • 1
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    • The fractional correction rule: A new perspective
    • M. Basu and Q. Liang, "The fractional correction rule: A new perspective," Neural Networks, vol. 11, pp. 1027-1039, 1998.
    • (1998) Neural Networks , vol.11 , pp. 1027-1039
    • Basu, M.1    Liang, Q.2
  • 2
    • 0033329956 scopus 로고    scopus 로고
    • The learning behavior of single neuron classifiers on linearly separable or nonseparable input
    • Washington, DC, July
    • M. Basu and T. K. Ho, "The learning behavior of single neuron classifiers on linearly separable or nonseparable input," in Proc. Int. Joint Conf. Neural Networks, Washington, DC, July 1999, pp. 243-249.
    • (1999) Proc. Int. Joint Conf. Neural Networks , pp. 243-249
    • Basu, M.1    Ho, T.K.2
  • 3
    • 0003408496 scopus 로고    scopus 로고
    • University of California, Department of Information and Computer Science, Irvine, Ca. [Online]
    • C. L. Blake and C. J. Merz. (1998) UCI Repository of Machine Learning Databases. University of California, Department of Information and Computer Science, Irvine, Ca. [Online]. Available: http://www.ics.uci.edu/̃mlearn/MLRepository.html
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 4
    • 0021121569 scopus 로고
    • A method of synthesis of linear discriminant function in the case of nonseparability
    • L. Bobrowski and W. Niemiro, "A method of synthesis of linear discriminant function in the case of nonseparability," Pattern Recog., vol. 17, no. 2, pp. 205-210, 1984.
    • (1984) Pattern Recog. , vol.17 , Issue.2 , pp. 205-210
    • Bobrowski, L.1    Niemiro, W.2
  • 5
    • 0003334371 scopus 로고
    • Optimization and nonsmooth analysis
    • New York: Wiley
    • F. H. Clarke, "Optimization and nonsmooth analysis," in Classics in Applied Mathematics. New York: Wiley, 1983.
    • (1983) Classics in Applied Mathematics
    • Clarke, F.H.1
  • 11
    • 0034065824 scopus 로고    scopus 로고
    • Efficient perceptron learning using constrained steepest de-scent
    • _, "Efficient perceptron learning using constrained steepest de-scent," Neural Networks, vol. 13, no. 3, pp. 351-364, 2000.
    • (2000) Neural Networks , vol.13 , Issue.3 , pp. 351-364


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.