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Volumn 5, Issue 2, 1997, Pages 83-89

Virtual Sample Generation Using a Population of Networks

Author keywords

Committee network; Decision directed; Generalization; Regression; Virtual sample

Indexed keywords

APPROXIMATION THEORY; LEARNING SYSTEMS; MATHEMATICAL MODELS; PROBLEM SOLVING; REGRESSION ANALYSIS;

EID: 0031118836     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1009670110038     Document Type: Article
Times cited : (35)

References (9)
  • 1
    • 2342565172 scopus 로고    scopus 로고
    • The effects of adding noise during backpropagation training on a generalization performance
    • G. An, "The effects of adding noise during backpropagation training on a generalization performance", Neural Computation, Vol. 7, pp. 613-674, 1996.
    • (1996) Neural Computation , vol.7 , pp. 613-674
    • An, G.1
  • 3
    • 0039124300 scopus 로고
    • Vapnik-Chervonenkis dimension bounds for two- and three-layer networks
    • P. Bartlett, "Vapnik-Chervonenkis dimension bounds for two- and three-layer networks", Neural Computation, Vol. 5, pp. 371-373, 1993.
    • (1993) Neural Computation , vol.5 , pp. 371-373
    • Bartlett, P.1
  • 7
    • 0024866495 scopus 로고
    • On the approximate realization of continuous mappings by neural networks
    • K. Funahashi, "On the approximate realization of continuous mappings by neural networks", Neural Networks, Vol. 2, pp. 189-195, 1989.
    • (1989) Neural Networks , vol.2 , pp. 189-195
    • Funahashi, K.1
  • 9
    • 0001416332 scopus 로고
    • General averaging results for convex optimization
    • M. Mozer et al. (eds), Lawrence Erlbaum: Hillsdale, USA
    • M. Perrone, "General averaging results for convex optimization", in M. Mozer et al. (eds), Proceedings 1993 Connectionist Models Summer School, pp. 364-371, Lawrence Erlbaum: Hillsdale, USA, 1994.
    • (1994) Proceedings 1993 Connectionist Models Summer School , pp. 364-371
    • Perrone, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.