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Volumn , Issue , 2004, Pages 69-74

From multilayer perceptrons to radial basis function networks: A comparative study

Author keywords

MLP; Neural Networks; RBFN

Indexed keywords

EXPONENTIAL CIRCULAR BACKPROPAGATION (ECBP); NEURONS; RADIAL BASIS FUNCTION NETWORK (RBFN);

EID: 11244259262     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (16)
  • 4
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    • A connection between GRBF and MLP
    • MIT Artificial Intelligence Lab
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    • Maruyama, M.1    Girosi, F.2    Poggio, T.3
  • 8
    • 0025561143 scopus 로고
    • Adaptive clustering neural net for picewise nonlinear discriminant surfaces
    • Casasent, D. and E. Barnard, "Adaptive clustering neural net for picewise nonlinear discriminant surfaces," International Joint Conference on Neural Networks, I, pp. 423-427, 1992.
    • (1992) International Joint Conference on Neural Networks , vol.1 , pp. 423-427
    • Casasent, D.1    Barnard, E.2
  • 9
    • 0001362410 scopus 로고
    • The Levenberg-Marquardt algorithm: Implementation and theory, in numerical analysis
    • G. A. Watson, ed., Springer-Verlag, Berlin
    • Mor, J.J., "The Levenberg-Marquardt Algorithm: implementation and theory, in numerical analysis," G. A. Watson, ed., Lecture Notes in Mathematics, vol. 630, Springer-Verlag, Berlin, pp. 105-116, 1977
    • (1977) Lecture Notes in Mathematics , vol.630 , pp. 105-116
    • Mor, J.J.1
  • 10
    • 0025536870 scopus 로고
    • Improving the learning speed of 2-layer neural network by choosing initial values of the adaptive weights
    • Nguyen, D. and B. Widrow, "Improving the learning speed of 2-layer neural network by choosing initial values of the adaptive weights," in Proceedings of International Joint Conference on Neural Networks (IJCNN-90), vol. 3, pp. 21-26, 1990.
    • (1990) Proceedings of International Joint Conference on Neural Networks (IJCNN-90) , vol.3 , pp. 21-26
    • Nguyen, D.1    Widrow, B.2
  • 11
    • 84898932856 scopus 로고    scopus 로고
    • Overfilling in neural networks: Backpropagation, conjugate gradient, and early stopping
    • Denver, Colorado
    • Caruana, R., Lawrence, S., and Giles, C. L., "Overfilling in Neural Networks: Backpropagation, Conjugate Gradient, and Early Stopping," Neural Information Processing Systems, Denver, Colorado, Vol. 13, pp.402-408, 2001.
    • (2001) Neural Information Processing Systems , vol.13 , pp. 402-408
    • Caruana, R.1    Lawrence, S.2    Giles, C.L.3
  • 13
    • 84860069598 scopus 로고    scopus 로고
    • How many hidden layers should I use?
    • Sarle, W., 2002 "How many hidden layers should I use?," Newsgroup:comp.ai.neural-nets FAQ, Available at: ftp://frp.sas.com/pub/neural/ FAQ3.html#A_hl.
    • (2002) Newsgroup:comp.ai.neural-nets FAQ
    • Sarle, W.1
  • 15
    • 0027632249 scopus 로고
    • A clustering technique for digital communications channel equalization using radial basis function networks
    • Chen, S., B. Mulgrew, and P. M. Grant, "A clustering technique for digital communications channel equalization using radial basis function networks", IEEE Transactions on Neural Networks, Vol. 4, no. 4, pp. 570-579, 1993.
    • (1993) IEEE Transactions on Neural Networks , vol.4 , Issue.4 , pp. 570-579
    • Chen, S.1    Mulgrew, B.2    Grant, P.M.3
  • 16
    • 0035365076 scopus 로고    scopus 로고
    • A modified version of the k-means algorithm with a distance based on cluster symmetry
    • Su, M.C., and C.H.Chou, "A modified version of the k-means algorithm with a distance based on cluster symmetry," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 23, No. 6, pp. 674-680, 2001.
    • (2001) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.23 , Issue.6 , pp. 674-680
    • Su, M.C.1    Chou, C.H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.