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Volumn 8, Issue 3, 1997, Pages 799-803

Improving the error backpropagation algorithm with a modified error function

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; DATABASE SYSTEMS; ERROR ANALYSIS; FUNCTIONS; LEARNING SYSTEMS; PATTERN RECOGNITION; PROBABILITY;

EID: 0031143834     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.572117     Document Type: Article
Times cited : (62)

References (15)
  • 2
    • 0025544870 scopus 로고
    • Relative effectiveness of training set patterns for backpropagation
    • Washington, D.C., Jan. 15-19
    • R. K. Cheung, I. Lustig, and A. L. Kornhauser, "Relative effectiveness of training set patterns for backpropagation," in Proc. IJCNN, Washington, D.C., vol. I, Jan. 15-19, 1990, pp. 673-678.
    • (1990) Proc. IJCNN , vol.1 , pp. 673-678
    • Cheung, R.K.1    Lustig, I.2    Kornhauser, A.L.3
  • 3
    • 0027226690 scopus 로고
    • An analysis of premature saturation in backpropagation learning
    • Y. Lee, S.-H. Oh, and M. W. Kim, "An analysis of premature saturation in backpropagation 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
  • 4
    • 0003940119 scopus 로고
    • Stepsize variation methods for accelerating the backpropagation algorithm
    • Washington, D.C., Jan. 15-19
    • J. R. Chen and P. Mars, "Stepsize variation methods for accelerating the backpropagation algorithm," in Proc. IJCNN, Washington, D.C., vol. I, Jan. 15-19, 1990, pp. 601-604.
    • (1990) Proc. IJCNN , vol.1 , pp. 601-604
    • Chen, J.R.1    Mars, P.2
  • 5
    • 0038518565 scopus 로고
    • The effect of the slope of the activation function on the backpropagation algorithm
    • Washington, D.C., Jan. 15-19
    • A. Rezgui and N. Tepedelenlioglu, "The effect of the slope of the activation function on the backpropagation algorithm," in Proc. IJCNN, Washington, D.C., vol. I, Jan. 15-19, 1990, pp. 707-710.
    • (1990) Proc. IJCNN , vol.1 , pp. 707-710
    • Rezgui, A.1    Tepedelenlioglu, N.2
  • 6
    • 0026711368 scopus 로고
    • Improving the convergence of the backpropagation algorithm
    • A. van Ooyen and B. Nienhuis, "Improving the convergence of the backpropagation algorithm," Neural Networks, vol. 5, pp. 465-471, 1992.
    • (1992) Neural Networks , vol.5 , pp. 465-471
    • Van Ooyen, A.1    Nienhuis, B.2
  • 7
    • 0001595997 scopus 로고
    • Neural network classifier estimate Bayesian a posteriori probabilities
    • M. D. Richard and R. P. Lippmann, "Neural network classifier estimate Bayesian a posteriori probabilities," Neural Computa., vol. 3, pp. 461-483, 1991.
    • (1991) Neural Computa. , vol.3 , pp. 461-483
    • Richard, M.D.1    Lippmann, R.P.2
  • 8
    • 84983082098 scopus 로고
    • A modified error function to improve the error backpropagation algorithm for multilayer perceptrons
    • Apr.
    • S.-H. Oh and Y. Lee, "A modified error function to improve the error backpropagation algorithm for multilayer perceptrons," ETRI J., vol. 17, no. 1, pp. 11-22, Apr. 1995.
    • (1995) ETRI J. , vol.17 , Issue.1 , pp. 11-22
    • Oh, S.-H.1    Lee, Y.2
  • 9
    • 0025449258 scopus 로고
    • A novel objective function for improved phoneme recognition using time-delay neural networks
    • June
    • J. B. Hampshire II and A. H. Waibel, "A novel objective function for improved phoneme recognition using time-delay neural networks," IEEE Trans. Neural Networks, vol. 1, pp. 216-228, June 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 216-228
    • Hampshire II, J.B.1    Waibel, A.H.2
  • 10
    • 0027940939 scopus 로고
    • Energy functions for minimizing misclassification error with minimum-complexity networks
    • B. A. Telfer and H. H. Szu, "Energy functions for minimizing misclassification error with minimum-complexity networks," Neural Networks, vol. 7, pp. 809-818, 1994.
    • (1994) Neural Networks , vol.7 , pp. 809-818
    • Telfer, B.A.1    Szu, H.H.2
  • 11
    • 0030273576 scopus 로고    scopus 로고
    • Merging backpropagation and Hebbian learning rules for robust classifications
    • D.-G. Jeong and S.-Y. Lee, "Merging backpropagation and Hebbian learning rules for robust classifications," Neural Networks, vol. 9, no. 7, pp. 1213-1222, 1996.
    • (1996) Neural Networks , vol.9 , Issue.7 , pp. 1213-1222
    • Jeong, D.-G.1    Lee, S.-Y.2
  • 12
    • 0028428774 scopus 로고
    • A database for handwritten text recognition research
    • May
    • J. J. Hull, "A database for handwritten text recognition research," IEEE Trans. Pattern Anal. Machine Intell., vol. 16, pp. 550-554, May 1994.
    • (1994) IEEE Trans. Pattern Anal. Machine Intell. , vol.16 , pp. 550-554
    • Hull, J.J.1
  • 13
    • 0000243355 scopus 로고
    • Learning in artificial neural networks: A statistical perspective
    • H. White, "Learning in artificial neural networks: a statistical perspective," Neural Computa., vol. 1, pp. 425-464, 1989.
    • (1989) Neural Computa. , vol.1 , pp. 425-464
    • White, H.1
  • 14
    • 0001770345 scopus 로고
    • Equivalence proofs for multilayer perceptron classifier and the Bayesian discriminant function
    • J. B. Hampshire II and B. Pearlmutter, "Equivalence proofs for multilayer perceptron classifier and the Bayesian discriminant function," Proc. 1990 Connectionist Model Summer School, pp. 159-172, 1990.
    • (1990) Proc. 1990 Connectionist Model Summer School , pp. 159-172
    • Hampshire II, J.B.1    Pearlmutter, B.2
  • 15
    • 0000139964 scopus 로고
    • Handwritten digit recognition using k nearest-neighber, radial-basis function, and backpropagation neural networks
    • Y. Lee, "Handwritten digit recognition using k nearest-neighber, radial-basis function, and backpropagation neural networks," Neural Computa., vol. 3, pp. 440-449, 1991.
    • (1991) Neural Computa. , vol.3 , pp. 440-449
    • Lee, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.