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Volumn , Issue , 2006, Pages 245-250

Convergence of BP algorithm with variable learning rates for FNN training

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS; LEARNING SYSTEMS; NEURAL NETWORKS;

EID: 34547683603     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MICAI.2006.11     Document Type: Conference Paper
Times cited : (10)

References (10)
  • 1
    • 0001031887 scopus 로고
    • An adaptive training algorithm for backpropagation networks
    • L.W. Chan, F. Fallside, "An adaptive training algorithm for backpropagation networks", Computer Speech and Language, vol. 2, pp.205-218, 1987.
    • (1987) Computer Speech and Language , vol.2 , pp. 205-218
    • Chan, L.W.1    Fallside, F.2
  • 4
    • 34547703155 scopus 로고
    • Increased rates of convergence throught learning rate adaption
    • R.A. Jacobs, "Increased rates of convergence throught learning rate adaption", Neural Networks, vol. 4, pp.117-134, 1994.
    • (1994) Neural Networks , vol.4 , pp. 117-134
    • Jacobs, R.A.1
  • 6
    • 84882420668 scopus 로고
    • Acceleration techniques for the backpropagation algorithm
    • Proc. of Neural Networks, EURASIP Workshop, Springer-Verlag
    • F.M. Silva, L.B.Almeida, "Acceleration techniques for the backpropagation algorithm", Proc. of Neural Networks, EURASIP Workshop, Lecture Notes in Computer Science (Springer-Verlag), vol. 412, pp.110-119, 1990.
    • (1990) Lecture Notes in Computer Science , vol.412 , pp. 110-119
    • Silva, F.M.1    Almeida, L.B.2
  • 8
    • 0141849409 scopus 로고    scopus 로고
    • Training multilayer perceptrons via minimization of sum of ridge functions
    • W. Wu, G. Feng and X. Li, "Training multilayer perceptrons via minimization of sum of ridge functions", Advances in Comput. Math., vol. 17, pp.331-347, 2002.
    • (2002) Advances in Comput. Math , vol.17 , pp. 331-347
    • Wu, W.1    Feng, G.2    Li, X.3
  • 9
    • 19344362900 scopus 로고    scopus 로고
    • Deterministic convergence of an online gradient method for BP neural networks
    • W. Wu, G. Feng, Z. Li and Y. Xu, "Deterministic convergence of an online gradient method for BP neural networks", IEEE Trans, on Neural Networks, vol. 16(3), pp.533-540, 2005.
    • (2005) IEEE Trans, on Neural Networks , vol.16 , Issue.3 , pp. 533-540
    • Wu, W.1    Feng, G.2    Li, Z.3    Xu, Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.