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Volumn 14, Issue 1, 1999, Pages 34-43

The "bottleneck" behaviours in linear feedforward neural network classifiers and their breakthrough

Author keywords

Classification; Feedforward neural network; Mean square classifiers; Outer supervised signal

Indexed keywords


EID: 27144494317     PISSN: 10009000     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02952485     Document Type: Article
Times cited : (4)

References (8)
  • 1
    • 0024123808 scopus 로고
    • Multilayer perceptrons and data analysis
    • Gallinari P, Thiria S, Soulie F F. Multilayer perceptrons and data analysis. In 2nd IJCNN, 1988, 1: 391-399.
    • (1988) 2nd IJCNN , vol.1 , pp. 391-399
    • Gallinari, P.1    Thiria, S.2    Soulie, F.F.3
  • 2
    • 0025746876 scopus 로고
    • On the relations between discriminant analysis and multilayer perceptrons
    • Gallinari P, Thiria S, Badran F, Soulie F F. On the relations between discriminant analysis and multilayer perceptrons. Neural Networks, 1991, 4(2): 349-360.
    • (1991) Neural Networks , vol.4 , Issue.2 , pp. 349-360
    • Gallinari, P.1    Thiria, S.2    Badran, F.3    Soulie, F.F.4
  • 3
    • 0343151047 scopus 로고
    • A study of backpropagation learning algorithm of multilayer perceptron networks based on recursive least squares
    • Sept. 16-18, Sapporo, Japan, (J-4)
    • Lu X X, Yuan K P, Huang D S. A study of backpropagation learning algorithm of multilayer perceptron networks based on recursive least squares. In Proc. the Sixth Japan-China International Conference on Cmputer Applications, Sept. 16-18, Sapporo, Japan, 1994, pp.169-172 (J-4).
    • (1994) Proc. the Sixth Japan-China International Conference on Cmputer Applications , pp. 169-172
    • Lu, X.X.1    Yuan, K.P.2    Huang, D.S.3
  • 4
    • 0024124741 scopus 로고
    • Improving the learning rate of backpropagation with gradient reuse algorithm
    • Washington D C
    • Hush D R, Salas J M. Improving the learning rate of backpropagation with gradient reuse algorithm. IJCNN (Washington D C), 1988, I: 441-447.
    • (1988) IJCNN , vol.1 , pp. 441-447
    • Hush, D.R.1    Salas, J.M.2
  • 5
    • 27144447379 scopus 로고    scopus 로고
    • Linear and nonlinear feedforward neural network classifiers: A comprehensive understanding
    • Huang D S. Linear and nonlinear feedforward neural network classifiers: a comprehensive understanding. Journal of Intelligent Systems, 1998, 8(3-4).
    • (1998) Journal of Intelligent Systems , vol.8 , Issue.3-4
    • Huang, D.S.1
  • 7
    • 0032099284 scopus 로고
    • The local minima free condition of feedforward neural networks for outer-supervised learning
    • Huang D S. The local minima free condition of feedforward neural networks for outer-supervised learning. IEEE Trans. Systems, Man and Cybernetics, 1988, 28B(3): 477-480.
    • (1988) IEEE Trans. Systems, Man and Cybernetics , vol.28 B , Issue.3 , pp. 477-480
    • Huang, D.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.