메뉴 건너뛰기




Volumn 3, Issue , 2012, Pages 2447-2455

A better way to pretrain Deep Boltzmann Machines

Author keywords

[No Author keywords available]

Indexed keywords

DEEP BELIEF NETWORKS; DEEP BOLTZMANN MACHINES; GENERATIVE MODEL; HIDDEN LAYERS; LOWER BOUNDS; PRE-TRAINING;

EID: 84877755914     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (96)

References (15)
  • 2
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero, and Y.W. Teh. A fast learning algorithm for deep belief nets. Neural Computation, 18(7):1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.W.3
  • 4
    • 5044231640 scopus 로고    scopus 로고
    • Learning methods for generic object recognition with invariance to pose and lighting
    • Y. LeCun, F. J. Huang, and L. Bottou. Learning methods for generic object recognition with invariance to pose and lighting. In CVPR (2), pages 97-104, 2004.
    • (2004) CVPR , Issue.2 , pp. 97-104
    • Lecun, Y.1    Huang, F.J.2    Bottou, L.3
  • 8
    • 84874125782 scopus 로고    scopus 로고
    • An efficient learning procedure for Deep Boltzmann Machines
    • R. R. Salakhutdinov and G. E. Hinton. An efficient learning procedure for Deep Boltzmann Machines. Neural Computation, 24:1967 - 2006, 2012.
    • (2012) Neural Computation , vol.24 , pp. 1967-2006
    • Salakhutdinov, R.R.1    Hinton, G.E.2
  • 11
    • 56449086223 scopus 로고    scopus 로고
    • Training restricted Boltzmann machines using approximations to the likelihood gradient
    • T. Tieleman. Training restricted Boltzmann machines using approximations to the likelihood gradient. In ICML. ACM, 2008.
    • (2008) ICML ACM
    • Tieleman, T.1
  • 12


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.