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Volumn 19, Issue 1-3, 1998, Pages 199-209

Characterising complexity by the degrees of freedom in a radial basis function network

Author keywords

Complexity; Degrees of freedom; Kernel smoothers; Radial basis functions

Indexed keywords

COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; PERFORMANCE; SPECTRUM ANALYSIS;

EID: 0344835883     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(97)00065-9     Document Type: Article
Times cited : (11)

References (8)
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    • Broomhead, D.S.1    King, G.P.2
  • 2
    • 0026992119 scopus 로고
    • Orthogonal least squares algorithm for training multioutput radial basis function networks
    • Chen S., Grant P., Cowan C.F.N. Orthogonal least squares algorithm for training multioutput radial basis function networks. IEE Proc. F. 139(6):1992;378-384.
    • (1992) IEE Proc. F , vol.139 , Issue.6 , pp. 378-384
    • Chen, S.1    Grant, P.2    Cowan, C.F.N.3
  • 3
    • 0001219859 scopus 로고
    • Regularization theory and neural networks architectures
    • Girosi F., Jones M., Poggio T. Regularization theory and neural networks architectures. Neural Computation. 7(2):1995;219-269.
    • (1995) Neural Computation , vol.7 , Issue.2 , pp. 219-269
    • Girosi, F.1    Jones, M.2    Poggio, T.3
  • 5
    • 0031341552 scopus 로고    scopus 로고
    • Iterative time series prediction and analysis by embeddings and multiple time scale decomposition networks
    • D. Lowe, N. Hazarika, Iterative time series prediction and analysis by embeddings and multiple time scale decomposition networks, SPIE Int. Conf. on Applications and Science of Artificial Neural Networks, vol. 3077, 1997, pp. 94-104.
    • (1997) SPIE Int. Conf. on Applications and Science of Artificial Neural Networks , vol.3077 , pp. 94-104
    • Lowe, D.1    Hazarika, N.2
  • 6
    • 0001995852 scopus 로고
    • Some aspects of spline smoothing approach to nonparametric regression curve fitting (with discussion)
    • B.W. Silverman, Some aspects of spline smoothing approach to nonparametric regression curve fitting (with discussion), J. Roy. Statist. Soc., B 47 (1985) 1-52.
    • (1985) J. Roy. Statist. Soc. , vol.47 B , pp. 1-52
    • Silverman, B.W.1
  • 7
    • 0003241883 scopus 로고
    • Spline Models for Observational Data
    • Philadelphia
    • G. Wahba, Spline Models for Observational Data, CBMS 59, Philadelphia, 1990.
    • (1990) CBMS , vol.59
    • Wahba, G.1
  • 8
    • 0025208603 scopus 로고
    • The Optimised internal representation of multilayer classifier networks performs nonlinear discriminant analysis
    • Webb A.R., Lowe D. The Optimised internal representation of multilayer classifier networks performs nonlinear discriminant analysis. Neural Networks. 3:1990;367-375.
    • (1990) Neural Networks , vol.3 , pp. 367-375
    • Webb, A.R.1    Lowe, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.