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Volumn , Issue , 2010, Pages

Parallel tempering is efficient for learning restricted Boltzmann machines

Author keywords

[No Author keywords available]

Indexed keywords

DEEP NEURAL NETWORKS; TEMPERING;

EID: 79959388970     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2010.5596837     Document Type: Conference Paper
Times cited : (84)

References (14)
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    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 5
    • 84858735575 scopus 로고    scopus 로고
    • Learning in Markov random fields using tempered transitions
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    • Salakhutdinov, R.1
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    • foundations. Cambridge, MA, USA: MIT Press
    • P. Smolensky, "Information processing in dynamical systems: foundations of harmony theory," in Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations. Cambridge, MA, USA: MIT Press, 1986, pp. 194-281.
    • (1986) Parallel Distributed Processing: Explorations in the Microstructure of Cognition , vol.1 , pp. 194-281
    • Smolensky, P.1
  • 7
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • August
    • G. E. Hinton, "Training products of experts by minimizing contrastive divergence," Neural Comp., vol. 14, no. 8, pp. 1771-1800, August 2002.
    • (2002) Neural Comp. , vol.14 , Issue.8 , pp. 1771-1800
    • Hinton, G.E.1
  • 9
    • 28844454252 scopus 로고    scopus 로고
    • Parallel tempering: Theory, applications, and new perspectives
    • D. J. Earl and M. W. Deem, "Parallel tempering: Theory, applications, and new perspectives," Phys. Chem. Chem. Phys., vol. 7, no. 23, pp. 3910-3916, 2005.
    • (2005) Phys. Chem. Chem. Phys. , vol.7 , Issue.23 , pp. 3910-3916
    • Earl, D.J.1    Deem, M.W.2
  • 10
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • R. M. Neal, "Annealed importance sampling," Statistics and Computing, vol. 11, pp. 125-139, 1998.
    • (1998) Statistics and Computing , vol.11 , pp. 125-139
    • Neal, R.M.1
  • 11


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