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Volumn , Issue , 2009, Pages 1121-1128

Herding dynamical weights to learn

Author keywords

[No Author keywords available]

Indexed keywords

EXPONENTIATIONS; JOINT MODELS; LOCAL MODES; MOMENT CONSTRAINTS;

EID: 71149083295     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (336)

References (22)
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    • Besag, J. (1977). Efficiency of pseudo-likelihood estimation for simple Gaussian fields. Biometrika, 64, 616-618.
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    • Besag, J.1
  • 4
    • 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
  • 5
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield, J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, 79, 2554-2558.
    • (1982) Proceedings of the National Academy of Sciences , vol.79 , pp. 2554-2558
    • Hopfield, J.1
  • 6
    • 22044434800 scopus 로고    scopus 로고
    • Estimation of non-normalized statistical models using score matching
    • Hyvarinen, A. (2005). Estimation of non-normalized statistical models using score matching. Journal of Machine Learning Research, 6, 695-709.
    • (2005) Journal of Machine Learning Research , vol.6 , pp. 695-709
    • Hyvarinen, A.1
  • 7
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • Jaynes, E. (1957). Information theory and statistical mechanics. Physical Review, 106, 620-630.
    • (1957) Physical Review , vol.106 , pp. 620-630
    • Jaynes, E.1
  • 10
    • 36749042711 scopus 로고    scopus 로고
    • Dynamical synapses causing self-organized criticality in neural networks
    • Levina, A., Herrmann, J., & Geisel, T. (2007). Dynamical synapses causing self-organized criticality in neural networks. Nature Physics, 3, 857-860.
    • (2007) Nature Physics , vol.3 , pp. 857-860
    • Levina, A.1    Herrmann, J.2    Geisel, T.3
  • 13
    • 44049116681 scopus 로고
    • Connectionist learning of belief networks
    • Neal, R. (1992). Connectionist learning of belief networks. Articial Intelligence, 56, 71-113.
    • (1992) Articial Intelligence , vol.56 , pp. 71-113
    • Neal, R.1
  • 17
    • 56449086223 scopus 로고    scopus 로고
    • Training restricted boltzmann machines using approximations to the likelihood gradient
    • Tieleman, T. (2008). Training restricted boltzmann machines using approximations to the likelihood gradient. Proceedings of the International Conference on Machine Learning (pp. 1064-1071).
    • (2008) Proceedings of the International Conference on Machine Learning , pp. 1064-1071
    • Tieleman, T.1
  • 22
    • 0000806445 scopus 로고    scopus 로고
    • Minimax entropy principle and its application to texture modeling
    • Zhu, S., Wu, Z., & Mumford, D. (1997). Minimax entropy principle and its application to texture modeling. Neural Computation, 9, 1627-1660.
    • (1997) Neural Computation , vol.9 , pp. 1627-1660
    • Zhu, S.1    Wu, Z.2    Mumford, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.