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Volumn 3, Issue , 2003, Pages 1903-1908

Fast Convergence for Back-Propagation Network with Magnified Gradient Function

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; ITERATIVE METHODS;

EID: 0141459829     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (32)

References (14)
  • 2
    • 0003000735 scopus 로고
    • Fast learning variations on back-propagation: An empirical study
    • D. Touretzky, G. Hinton and T. Sejnowski, eds.
    • S. E. Fahlman, "Fast learning variations on back-propagation: An empirical study," Proceedings of the 1988 Connectionist Models Summer School (Pittsburgh, 1988), D. Touretzky, G. Hinton and T. Sejnowski, eds., p. 38-51, 1989.
    • (1989) Proceedings of the 1988 Connectionist Models Summer School (Pittsburgh, 1988) , pp. 38-51
    • Fahlman, S.E.1
  • 4
    • 0026711368 scopus 로고
    • Improving the convergence of the back-propagation algorithm
    • A. Van Ooyen, and B. Nienhuis, "Improving the convergence of the back-propagation algorithm," Neural Networks, vol. 5, pp. 465-471, 1992.
    • (1992) Neural Networks , vol.5 , pp. 465-471
    • Van Ooyen, A.1    Nienhuis, B.2
  • 5
    • 0027226690 scopus 로고
    • An Analysis of Premature Saturation in Back Propagation Learning
    • Y. Lee, S. H. Oh, and M. W. Kim, "An Analysis of Premature Saturation in Back Propagation Learning," Neural Networks, vol. 6, pp. 719-728, 1993.
    • (1993) Neural Networks , vol.6 , pp. 719-728
    • Lee, Y.1    Oh, S.H.2    Kim, M.W.3
  • 7
    • 0141759457 scopus 로고
    • Enhanced backpropagation training algorithm for transient event identification
    • J. E. Vitela, and J. Reifman, "Enhanced backpropagation training algorithm for transient event identification," Transactions of the American Nuclear Society, vol. 69, pp. 148-149, 1993.
    • (1993) Transactions of the American Nuclear Society , vol.69 , pp. 148-149
    • Vitela, J.E.1    Reifman, J.2
  • 8
    • 0026222695 scopus 로고
    • Convergence of Learning Algorithms with Constant Learning Rates
    • C. M. Kuan and K. Hornik, "Convergence of Learning Algorithms with Constant Learning Rates," IEEE Trans. on Neural Networks, vol. 2, no. 5, p. 484-489, 1991.
    • (1991) IEEE Trans. on Neural Networks , vol.2 , Issue.5 , pp. 484-489
    • Kuan, C.M.1    Hornik, K.2
  • 9
    • 0031276994 scopus 로고    scopus 로고
    • Fast Training of Multilayer Perceptrons
    • B. Verma, "Fast Training of Multilayer Perceptrons," IEEE Trans on Neural Networks, vol. 8, no. 6, p. 1314-1329, 1997.
    • (1997) IEEE Trans on Neural Networks , vol.8 , Issue.6 , pp. 1314-1329
    • Verma, B.1
  • 11
    • 0032122764 scopus 로고    scopus 로고
    • Simulated Annealing and Weight Decay in Adaptive Learning: The SARPROP Algorithm
    • N. K. Treadgold and T. D. Gedeon, "Simulated Annealing and Weight Decay in Adaptive Learning: the SARPROP Algorithm," IEEE Trans. on Neural Networks, vol. 9, no. 4, p. 662-668, 1998.
    • (1998) IEEE Trans. on Neural Networks , vol.9 , Issue.4 , pp. 662-668
    • Treadgold, N.K.1    Gedeon, T.D.2
  • 12
    • 0031171576 scopus 로고    scopus 로고
    • Premature Saturation in Backpropagation Networks: Mechanism and Necessary Conditions
    • J. E. Vitela and J. Reifman, "Premature Saturation in Backpropagation Networks: Mechanism and Necessary Conditions," Neural Networks, vol. 10, no. 4, p. 721-735, 1997.
    • (1997) Neural Networks , vol.10 , Issue.4 , pp. 721-735
    • Vitela, J.E.1    Reifman, J.2
  • 14
    • 0000669473 scopus 로고
    • Approximation of Boolean functions by sigmoidal networks: Part I: XOR and other two variable functions
    • E. K. Blum, "Approximation of Boolean functions by sigmoidal networks: Part I: XOR and other two variable functions," Neural Computation, vol. 1, no. 4, pp. 532-540, 1989.
    • (1989) Neural Computation , vol.1 , Issue.4 , pp. 532-540
    • Blum, E.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.