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Volumn 7, Issue 3, 1996, Pages 768-775

A fast multilayer neural-network training algorithm based on the layer-by-layer optimizing procedures

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; IDENTIFICATION (CONTROL SYSTEMS); LEARNING ALGORITHMS; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; OPTIMIZATION; PARAMETER ESTIMATION; VECTORS;

EID: 0030142280     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.501734     Document Type: Article
Times cited : (59)

References (10)
  • 1
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    • Learning algorithms for neural networks based on quasi-Newton methods with self-scaling
    • H. S. M. Beigi and C. J. Li, "Learning algorithms for neural networks based on quasi-Newton methods with self-scaling," ASME Trans. J. Dynamic Syst., Measurement, Contr., vol. 115, pp. 38-43, 1993.
    • (1993) ASME Trans. J. Dynamic Syst., Measurement, Contr. , vol.115 , pp. 38-43
    • Beigi, H.S.M.1    Li, C.J.2
  • 2
    • 0004251784 scopus 로고
    • Englewood Cliffs, New Jersey: Prentice-Hall
    • W. Brogan, Modern Control Theory. Englewood Cliffs, New Jersey: Prentice-Hall, 1985.
    • (1985) Modern Control Theory
    • Brogan, W.1
  • 3
    • 0027698748 scopus 로고
    • Approximations of continuous functionals by neural networks with application to dynamic systems
    • T. Chen and H. Chen, "Approximations of continuous functionals by neural networks with application to dynamic systems," IEEE Trans. Neural Networks, vol. 4, pp. 910-918, 1993.
    • (1993) IEEE Trans. Neural Networks , vol.4 , pp. 910-918
    • Chen, T.1    Chen, H.2
  • 4
    • 0026841022 scopus 로고
    • A real-time learning algorithm for a multilayered neural network based on the extended Kalman filter
    • Y. Iiguni, H. Sakai, and H. Tokumaru, "A real-time learning algorithm for a multilayered neural network based on the extended Kalman filter," IEEE Trans. Signal Processing, vol. 40, pp. 959-966, 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , pp. 959-966
    • Iiguni, Y.1    Sakai, H.2    Tokumaru, H.3
  • 5
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • R. A. Jacobs, "Increased rates of convergence through learning rate adaptation," Neural Networks, vol. 1, pp. 295-307, 1988.
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 7
    • 0026727333 scopus 로고
    • A fast new algorithm for training feedforward neural networks
    • R. S. Scalero and N. Tepedelenlioglu, "A fast new algorithm for training feedforward neural networks," IEEE Trans. Signal Processing, vol. 40, pp. 202-210, 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , pp. 202-210
    • Scalero, R.S.1    Tepedelenlioglu, N.2
  • 8
    • 0001336749 scopus 로고
    • Accelerated learning in layered neural networks
    • S. A. Solla, E. Levin, and M. Fleisher, "Accelerated learning in layered neural networks," Complex Syst., vol. 2, pp. 625-640, 1988.
    • (1988) Complex Syst. , vol.2 , pp. 625-640
    • Solla, S.A.1    Levin, E.2    Fleisher, M.3
  • 9
    • 34250094997 scopus 로고
    • Accelerating the convergence of the backpropagation method
    • T. P. Vogl, J. K. Mangis, A. K. Rigler, W. T. Zink, and D. L. Alkon, "Accelerating the convergence of the backpropagation method," Biol. Cybern., vol. 59, pp. 257-263, 1988.
    • (1988) Biol. Cybern. , vol.59 , pp. 257-263
    • Vogl, T.P.1    Mangis, J.K.2    Rigler, A.K.3    Zink, W.T.4    Alkon, D.L.5
  • 10
    • 0022162099 scopus 로고
    • Theory and application of an extended horizon self-tuning controller
    • B. E. Ydstie, L. S. Kershenbaum, and R. W. H. Sargent, "Theory and application of an extended horizon self-tuning controller," AIChE J., vol. 31, no. 11, pp. 1771-1780, 1985.
    • (1985) AIChE J. , vol.31 , Issue.11 , pp. 1771-1780
    • Ydstie, B.E.1    Kershenbaum, L.S.2    Sargent, R.W.H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.