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Volumn 4, Issue 2, 1996, Pages 114-128

Use of methodological diversity to improve neural network generalisation

Author keywords

Backpropagation; Generalisation; Multilayer perceptrons; Multiversion systems; Radial basis function networks; Software reliability

Indexed keywords


EID: 0030549306     PISSN: 09410643     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01413747     Document Type: Article
Times cited : (29)

References (10)
  • 2
    • 0024884032 scopus 로고
    • Conceptual modeling of coincident failures in multiversion software
    • Littlewood B, Miller DR. Conceptual modeling of coincident failures in multiversion software. IEEE Transactions on Software Engineering 1989; 15(12): 1596-1614
    • (1989) IEEE Transactions on Software Engineering , vol.15 , Issue.12 , pp. 1596-1614
    • Littlewood, B.1    Miller, D.R.2
  • 3
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik AK, Stinchcombe AM, White H. Multilayer feedforward networks are universal approximators. Neural Networks 1989; 2(5): 359-366
    • (1989) Neural Networks , vol.2 , Issue.5 , pp. 359-366
    • Hornik, A.K.1    Stinchcombe, A.M.2    White, H.3
  • 5
    • 0002773313 scopus 로고
    • Learning with localized receptive fields
    • D Touretzky, GE Hinton, TJ Sejnowski, eds, Morgan Kaufman
    • Moody J, Darken C. Learning with localized receptive fields. In D Touretzky, GE Hinton, TJ Sejnowski, eds, Proc Connectionist Models Summer School, 1988, 133-143, Morgan Kaufman
    • (1988) Proc Connectionist Models Summer School , pp. 133-143
    • Moody, J.1    Darken, C.2
  • 6
    • 0038856147 scopus 로고
    • Generalization and PAC learning: Some new results for the class of generalized single layer networks
    • submitted
    • Holden SB, Rayner PJW. Generalization and PAC learning: Some new results for the class of generalized single layer networks. IEEE Transactions on Neural Networks 1993 (submitted)
    • (1993) IEEE Transactions on Neural Networks
    • Holden, S.B.1    Rayner, P.J.W.2
  • 8
    • 0003990490 scopus 로고
    • Adaptive switching circuits
    • JA Anderson, E Rosenfeld, eds, MIT Press, Cambridge, MA
    • Widrow B, Hoff ME. Adaptive switching circuits. In JA Anderson, E Rosenfeld, eds, Neurocomputing: Foundations of Research, 126-134. MIT Press, Cambridge, MA, 1960
    • (1960) Neurocomputing: Foundations of Research , pp. 126-134
    • Widrow, B.1    Hoff, M.E.2
  • 9
    • 0022581573 scopus 로고
    • An experimental evaluation of the assumption of independence in multiversion programming
    • Knight JC, Leveson NG. An experimental evaluation of the assumption of independence in multiversion programming. IEEE Transactions on Software Engineering 1986; 12(1): 96-109
    • (1986) IEEE Transactions on Software Engineering , vol.12 , Issue.1 , pp. 96-109
    • Knight, J.C.1    Leveson, N.G.2
  • 10
    • 85033742447 scopus 로고    scopus 로고
    • Network generalization differences quantified
    • in press
    • Partridge D. Network generalization differences quantified. Neural Networks (in press)
    • Neural Networks
    • Partridge, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.