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Volumn 11, Issue 1, 2000, Pages 1-5

Towards the optimal learning rate for backpropagation

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE FILTERING; BACKPROPAGATION; DIGITAL FILTERS; ERRORS; LEARNING ALGORITHMS; LEARNING SYSTEMS;

EID: 0034140070     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1009686825582     Document Type: Article
Times cited : (31)

References (12)
  • 4
    • 0027836834 scopus 로고
    • Analysis and implementation of variable step size adaptive algorithms
    • Evans, J. B., Xue, P. and Liu, B.: Analysis and implementation of variable step size adaptive algorithms, IEEE Transactions on Signal Processing 41(8) (1993), 2517-2535.
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.8 , pp. 2517-2535
    • Evans, J.B.1    Xue, P.2    Liu, B.3
  • 5
    • 0027609793 scopus 로고
    • A stochastic gradient adaptive filter with gradient adaptive step size
    • Mathews, V. J. and Xie, Z.: A stochastic gradient adaptive filter with gradient adaptive step size, IEEE Transactions on Signal Processing 41(6) (1993), 2075-2087.
    • (1993) IEEE Transactions on Signal Processing , vol.41 , Issue.6 , pp. 2075-2087
    • Mathews, V.J.1    Xie, Z.2
  • 7
    • 0031102202 scopus 로고    scopus 로고
    • A robust variable step-size LMS-type algorithm: Analysis and simulations
    • Aboulnasr, T. and Mayyas, K.: A robust variable step-size LMS-type algorithm: Analysis and simulations, IEEE Transactions on Signal Processing 45(3) (1997), 631-639.
    • (1997) IEEE Transactions on Signal Processing , vol.45 , Issue.3 , pp. 631-639
    • Aboulnasr, T.1    Mayyas, K.2
  • 8
    • 0003807773 scopus 로고    scopus 로고
    • Prentice-Hall, 3d ed., Englewood Cliffs, NJ
    • Haykin, S.: Adaptive Filter Theory, Prentice-Hall, 3d ed., Englewood Cliffs, NJ, 1996.
    • (1996) Adaptive Filter Theory
    • Haykin, S.1
  • 9
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • Jacobs, R. A.: Increased rates of convergence through learning rate adaptation, Neural Networks 1 (1988), 295-307.
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 11
    • 0031269426 scopus 로고    scopus 로고
    • On-line step-size selection for training of adaptive systems
    • Douglas, S. C. and Cichocki, A.: On-line step-size selection for training of adaptive systems, IEEE Signal Processing Magazine 14(6) (1997), 45-46.
    • (1997) IEEE Signal Processing Magazine , vol.14 , Issue.6 , pp. 45-46
    • Douglas, S.C.1    Cichocki, A.2
  • 12
    • 0032266710 scopus 로고    scopus 로고
    • A posteriori real time recurrent learning schemes for a recurrent neural network based non-linear predictor
    • Mandic, D. P. and Chambers, J. A.: A posteriori real time recurrent learning schemes for a recurrent neural network based non-linear predictor. IEE Proceedings-Vision, Image and Signal Processing 145(6) (1998), 365-370.
    • (1998) IEE Proceedings-vision, Image and Signal Processing , vol.145 , Issue.6 , pp. 365-370
    • Mandic, D.P.1    Chambers, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.