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Volumn 30, Issue 4, 2006, Pages 725-731

Unsupervised discovery of nonlinear structure using contrastive backpropagation

Author keywords

Backpropagation; Distributed representations; Energy based models; Neural networks; Topographic maps; Unsupervised learning

Indexed keywords


EID: 33748852900     PISSN: 03640213     EISSN: None     Source Type: Journal    
DOI: 10.1207/s15516709cog0000_76     Document Type: Article
Times cited : (149)

References (10)
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    • Bell, A.J.1    Sejnowski, T.J.2
  • 2
    • 0013344078 scopus 로고    scopus 로고
    • Training products of experts by minimizing contrastive divergence
    • Hinton, G. E. (2002). Training products of experts by minimizing contrastive divergence. Neural Computation, 14, 1771-1800.
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    • Hinton, G.E.1
  • 4
    • 0034920427 scopus 로고    scopus 로고
    • A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images
    • Hyvarinen, A., & Hoyer, P. O. (2001). A two-layer sparse coding model learns simple and complex cell receptive fields and topography from natural images. Vision Research, 41, 2413-2423.
    • (2001) Vision Research , vol.41 , pp. 2413-2423
    • Hyvarinen, A.1    Hoyer, P.O.2
  • 5
  • 6
    • 0029938380 scopus 로고    scopus 로고
    • Emergence of simple-cell receptive field properties by learning a sparse code for natural images
    • Olshausen, B. A., & Field, D. J. (1996). Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature, 381, 607-609.
    • (1996) Nature , vol.381 , pp. 607-609
    • Olshausen, B.A.1    Field, D.J.2
  • 7
    • 33644900506 scopus 로고    scopus 로고
    • Topographic product models applied to natural scene statistics
    • Osindero, S., Welling, M., & Hinton, G. E. (2006). Topographic product models applied to natural scene statistics. Neural Computation, 18, 381-414.
    • (2006) Neural Computation , vol.18 , pp. 381-414
    • Osindero, S.1    Welling, M.2    Hinton, G.E.3
  • 8
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D. E., Hinton, G. E., & Williams, R. J. (1986). Learning representations by back-propagating errors. Nature, 323, 533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 10
    • 0025503558 scopus 로고
    • Backpropagation through time: What it does and how to do it
    • Werbos, P. J. (1990). Backpropagation through time: What it does and how to do it. Proceedings of the IEEE, 78, 1550-1560.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1550-1560
    • Werbos, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.