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Volumn 4, Issue , 1996, Pages 61-76

Mean field theory for sigmoid belief networks

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATION THEORY; PATTERN RECOGNITION; PROBABILITY; STATISTICAL MECHANICS;

EID: 0029679189     PISSN: 10769757     EISSN: None     Source Type: Journal    
DOI: 10.1613/jair.251     Document Type: Article
Times cited : (303)

References (27)
  • 1
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    • Ackley, D., Hinton, G., & Sejnowski, T. (1985) A learning algorithm for Boltzmann machines. Cognitive Science, 9, 147-169.
    • (1985) Cognitive Science , vol.9 , pp. 147-169
    • Ackley, D.1    Hinton, G.2    Sejnowski, T.3
  • 3
    • 0025401005 scopus 로고
    • Computational complexity of probabilistic inference using Bayesian belief networks
    • Cooper, G. (1990) Computational complexity of probabilistic inference using Bayesian belief networks. Artificial Intelligence, 42, 393-405.
    • (1990) Artificial Intelligence , vol.42 , pp. 393-405
    • Cooper, G.1
  • 5
    • 0027560587 scopus 로고
    • Approximately probabilistic reasoning in Bayesian belief networks is NP-hard
    • Dagum, P., & Luby, M. (1993) Approximately probabilistic reasoning in Bayesian belief networks is NP-hard. Artificial Intelligence, 60, 141-153.
    • (1993) Artificial Intelligence , vol.60 , pp. 141-153
    • Dagum, P.1    Luby, M.2
  • 11
    • 0029652445 scopus 로고
    • The wake-sleep algorithm for unsupervised neural networks
    • Hinton, G., Dayan, P., Frey, B., & Neal, R. (1995) The wake-sleep algorithm for unsupervised neural networks. Science, 268, 1158-1161.
    • (1995) Science , vol.268 , pp. 1158-1161
    • Hinton, G.1    Dayan, P.2    Frey, B.3    Neal, R.4
  • 16
    • 0001022491 scopus 로고
    • Blocking Gibbs sampling in very large probabilistic expert systems
    • Special Issue on Real-World Applications of Uncertain Reasoning
    • Jensen, C. S., Kong, A., & Kjaerulff, U. (1995) Blocking Gibbs sampling in very large probabilistic expert systems. International Journal of Human Computer Studies. Special Issue on Real-World Applications of Uncertain Reasoning.
    • (1995) International Journal of Human Computer Studies
    • Jensen, C.S.1    Kong, A.2    Kjaerulff, U.3
  • 17
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen, S., & Spiegelhalter, D. (1988). Local computations with probabilities on graphical structures and their application to expert systems. Journal of the Royal Statistical Society B, 50, 157-224.
    • (1988) Journal of the Royal Statistical Society B , vol.50 , pp. 157-224
    • Lauritzen, S.1    Spiegelhalter, D.2
  • 19
    • 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
  • 23
    • 0001406440 scopus 로고
    • A mean field theory learning algorithm for neural networks
    • Peterson, C., & Anderson, J.R. (1987) A mean field theory learning algorithm for neural networks. Complex Systems, 1, 995-1019.
    • (1987) Complex Systems , vol.1 , pp. 995-1019
    • Peterson, C.1    Anderson, J.R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.