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Volumn 22, Issue 6, 2011, Pages 982-988

Efficient algorithm for training interpolation RBF networks with equally spaced nodes

Author keywords

Contraction transformation; equally spaced nodes; fixed point; output weights; radial basis functions; width parameters

Indexed keywords

CONTRACTION TRANSFORMATION; EQUALLY SPACED NODES; FIXED-POINT; OUTPUT WEIGHTS; RADIAL BASIS FUNCTIONS; WIDTH PARAMETERS;

EID: 79957991143     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2011.2120619     Document Type: Article
Times cited : (23)

References (20)
  • 2
    • 66749139727 scopus 로고    scopus 로고
    • Theoretical interpretations and applications of radial basis function networks
    • Univ. Trento, Trento, Italy, Tech. Rep. DIT-03-023
    • E. Blanzieri, "Theoretical interpretations and applications of radial basis function networks," Inf. Telecomun., Univ. Trento, Trento, Italy, Tech. Rep. DIT-03-023, 2003.
    • (2003) Inf. Telecomun.
    • Blanzieri, E.1
  • 5
    • 33645075188 scopus 로고    scopus 로고
    • On multivariate interpolation
    • DOI 10.1111/j.1467-9590.2006.00335.x
    • P. J. Olver, "On multivariate interpolation," Studies Appl. Math., vol. 116, no. 2, pp. 201-240, Feb. 2006. (Pubitemid 43424444)
    • (2006) Studies in Applied Mathematics , vol.116 , Issue.2 , pp. 201-240
    • Olver, P.J.1
  • 7
    • 0000460775 scopus 로고
    • Radial basis function approximations to polynomials
    • Dundee, U.K.
    • J. D. Powell, "Radial basis function approximations to polynomials," in Proc. Numer. Anal., Dundee, U.K., 1987, pp. 223-241.
    • (1987) Proc. Numer. Anal. , pp. 223-241
    • Powell, J.D.1
  • 8
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • D. S. Bromhead and D. Lowe, "Multivariable functional interpolation and adaptive networks," Complex Syst., vol. 2, no. 3, pp. 321-355, 1988.
    • (1988) Complex Syst. , vol.2 , Issue.3 , pp. 321-355
    • Bromhead, D.S.1    Lowe, D.2
  • 9
    • 0001002401 scopus 로고
    • Approximation and radial-basis-function networks
    • Mar.
    • J. Park and I. W. Sandberg, "Approximation and radial-basis-function networks," Neural Comput., vol. 5, no. 2, pp. 305-316, Mar. 1993.
    • (1993) Neural Comput. , vol.5 , Issue.2 , pp. 305-316
    • Park, J.1    Sandberg, I.W.2
  • 10
    • 0025490985 scopus 로고
    • Networks for approximating and learning
    • Sep.
    • T. Poggio and F. Girosi, "Networks for approximating and learning," Proc. IEEE, vol. 78, no. 9, pp. 1481-1497, Sep. 1990.
    • (1990) Proc. IEEE , vol.78 , Issue.9 , pp. 1481-1497
    • Poggio, T.1    Girosi, F.2
  • 11
    • 0001683814 scopus 로고
    • Layered neural networks with Gaussian hidden units as universal approximations
    • E. Hartman, J. D. Keeler, and J. M. Kowalski, "Layered neural networks with Gaussian hidden units as universal approximations," Neural Comput., vol. 2, no. 2, pp. 210-215, 1990.
    • (1990) Neural Comput. , vol.2 , Issue.2 , pp. 210-215
    • Hartman, E.1    Keeler, J.D.2    Kowalski, J.M.3
  • 13
    • 67649344705 scopus 로고    scopus 로고
    • A growing and pruning method for radial basis function networks
    • Jun.
    • M. Bortman and M. A. Aladjem, "A growing and pruning method for radial basis function networks," IEEE Trans. Neural Netw., vol. 20, no. 6, pp. 1039-1045, Jun. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.6 , pp. 1039-1045
    • Bortman, M.1    Aladjem, M.A.2
  • 14
    • 58649112157 scopus 로고    scopus 로고
    • On objective function, regularizer, and prediction error of a learning algorithm for dealing with multiplicative weight noise
    • Jan.
    • J. P.-F. Sum, C.-S. Leung, and K. I.-J. Ho, "On objective function, regularizer, and prediction error of a learning algorithm for dealing with multiplicative weight noise," IEEE Trans. Neural Netw., vol. 20, no. 1, pp. 124-138, Jan. 2009.
    • (2009) IEEE Trans. Neural Netw. , vol.20 , Issue.1 , pp. 124-138
    • Sum, J.P.-F.1    Leung, C.-S.2    Ho, K.I.-J.3
  • 15
    • 34447267431 scopus 로고    scopus 로고
    • A novel efficient two-phase algorithm for training interpolation radial basis function networks
    • DOI 10.1016/j.sigpro.2007.05.001, PII S0165168407001764
    • H. X. Huan, D. T. T. Hien, and H. T. Huynh, "A novel efficient two-phase algorithm for training interpolation radial basis function networks," Signal Process., vol. 87, no. 11, pp. 2708-2717, Nov. 2007. (Pubitemid 47048845)
    • (2007) Signal Processing , vol.87 , Issue.11 , pp. 2708-2717
    • Huan, H.X.1    Hien, D.T.T.2    Huynh, H.T.3
  • 16
    • 79957975693 scopus 로고    scopus 로고
    • Multivariate interpolation using radial basis function networks
    • Jul.
    • D. T. T. Hien, H. X. Huan, and H. T. Huynh, "Multivariate interpolation using radial basis function networks," Int. J. Data Mining, Model. Manage., vol. 1, no. 3, pp. 291-309, Jul. 2009.
    • (2009) Int. J. Data Mining, Model. Manage. , vol.1 , Issue.3 , pp. 291-309
    • Hien, D.T.T.1    Huan, H.X.2    Huynh, H.T.3
  • 18
    • 34250122797 scopus 로고
    • Interpolation of scattered data: Distance matrices and conditionally positive definite functions
    • C. A. Micchelli, "Interpolation of scattered data: Distance matrices and conditionally positive definite functions," Const. Approx., vol. 2, no. 1, pp. 11-22, 1986.
    • (1986) Const. Approx. , vol.2 , Issue.1 , pp. 11-22
    • Micchelli, C.A.1
  • 20
    • 35348920089 scopus 로고    scopus 로고
    • On choosing 'optimal' shape parameters for RBF approximation
    • G. E. Fasshauer and J. G. Zhang, "On choosing 'optimal' shape parameters for RBF approximation," Numer. Algorith., vol. 45, nos. 1-4, pp. 345-368, 2007.
    • (2007) Numer. Algorith. , vol.45 , Issue.1-4 , pp. 345-368
    • Fasshauer, G.E.1    Zhang, J.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.