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  • 1995-1999  (2)
  • 1925-1929
  • 1997  (2)
  • BPA molecular network model  (1)
  • Classification Problems  (1)
  • 1
    Digitale Medien
    Digitale Medien
    A finite element analysis of the large plastic deformation behavior of amorphous glassy circular polymeric bars (1997)
    Springer
    Acta mechanica solida Sinica 10 (1997), S. 138-147 
    Details
    ISSN: 0894-9166
    Schlagwort(e): BPA molecular network model ; finite element formulation ; amorphous glassy circular polymeric bars ; deformation localization development
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Maschinenbau , Physik
    Notizen: Abstract The BPA eight-chain molecular network model is introduced into the finite element formulation of elastic-plastic large deformation. And then, the tensile deformation localization development of the amorphous glassy circular polymeric bars (such as polycarbonates) is numerically simulated. The simulated results are compared with experimental ones, and very good consistence between numerical simulation and experiment is obtained, which shows the efficiency of the finite element analysis. Finally, the influences of the microstructure parameterS ss on tensile neck-propagation and triaxial stress effect are studied.
    Materialart: Digitale Medien
    URL: http://dx.doi.org/10.1007/BF02207741
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  • 2
    Digitale Medien
    Digitale Medien
    Experiments of Fast Learning with High Order Boltzmann Machines (1997)
    Springer
    Applied intelligence 7 (1997), S. 287-303 
    Details
    ISSN: 1573-7497
    Schlagwort(e): Neural Networks ; Boltzmann Machines ; High Order networks ; Classification Problems
    Quelle: Springer Online Journal Archives 1860-2000
    Thema: Informatik
    Notizen: Abstract This work reports the results obtained with the application of High Order Boltzmann Machines without hidden units to construct classifiers for some problems that represent different learning paradigms. The Boltzmann Machine weight updating algorithm remains the same even when some of the units can take values in a discrete set or in a continuous interval. The absence of hidden units and the restriction to classification problems allows for the estimation of the connection statistics, without the computational cost involved in the application of simulated annealing. In this setting, the learning process can be sped up several orders of magnitude with no appreciable loss of quality of the results obtained.
    Materialart: Digitale Medien
    URL: http://dx.doi.org/10.1023/A:1008257203142
    Bibliothek Standort Signatur Band/Heft/Jahr Verfügbarkeit
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    Artikel (Nationallizenzen)
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