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Volumn , Issue , 2008, Pages 1064-1071

Training restricted boltzmann machines using approximations to the likelihood gradient

Author keywords

[No Author keywords available]

Indexed keywords

LEARNING SYSTEMS; ROBOT LEARNING;

EID: 56449086223     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390156.1390290     Document Type: Conference Paper
Times cited : (939)

References (21)
  • 1
    • 56449121705 scopus 로고    scopus 로고
    • Justifying and generalizing contrastive divergence
    • 1311, Université de Montréal
    • Bengio, Y., & Delalleau, O. (2007). Justifying and generalizing contrastive divergence (Technical Report 1311). Université de Montréal.
    • (2007) Technical Report
    • Bengio, Y.1    Delalleau, O.2
  • 3
  • 7
    • 0013344078 scopus 로고    scopus 로고
    • Training Products of Experts by Minimizing Contrastive Divergence
    • Hinton, G. (2002). Training Products of Experts by Minimizing Contrastive Divergence. Neural Computation, 14, 1771-1800.
    • (2002) Neural Computation , vol.14 , pp. 1771-1800
    • Hinton, G.1
  • 8
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the Dimensionality of Data with Neural Networks
    • Hinton, G., & Salakhutdinov, R. (2006). Reducing the Dimensionality of Data with Neural Networks. Science, 313, 504-507.
    • (2006) Science , vol.313 , pp. 504-507
    • Hinton, G.1    Salakhutdinov, R.2
  • 11
    • 56449101998 scopus 로고    scopus 로고
    • LeCun, Y, & Cortes, C. The MNIST database of handwritten digits
    • LeCun, Y., & Cortes, C. The MNIST database of handwritten digits.
  • 12
    • 44049116681 scopus 로고
    • Connectionist learning of belief networks
    • Neal, R. (1992). Connectionist learning of belief networks. Artificial Intelligence, 56, 71-113.
    • (1992) Artificial Intelligence , vol.56 , pp. 71-113
    • Neal, R.1
  • 17
    • 4043152487 scopus 로고    scopus 로고
    • Graphical models, exponential families, and variational inference
    • UC Berkeley, Dept. of Statistics, Technical Report, 649
    • Wainwright, M., &. Jordan, M. (2003). Graphical models, exponential families, and variational inference. UC Berkeley, Dept. of Statistics, Technical Report, 649.
    • (2003)
    • Wainwright, M.1    Jordan, M.2
  • 18
    • 56449086979 scopus 로고    scopus 로고
    • Artificial Neural Networks-Icann 2002: International Conference, Madrid, Spain, August 28-30, 2002: Proceedings
    • Welling, M., & Hinton, G. (2002). A New Learning Algorithm for Mean Field Boltzmann Machines. Artificial Neural Networks-Icann 2002: International Conference, Madrid, Spain, August 28-30, 2002: Proceedings.
    • (2002)
    • Welling, M.1    Hinton, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.