메뉴 건너뛰기




Volumn , Issue , 2009, Pages 342-350

Kernel methods for deep learning

Author keywords

[No Author keywords available]

Indexed keywords

ARCHITECTURE; DEEP LEARNING; MULTILAYER NEURAL NETWORKS; MULTILAYERS;

EID: 78149327741     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (835)

References (25)
  • 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
  • 3
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • July
    • G.E. Hinton and R. Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, July 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.2
  • 8
    • 0000704059 scopus 로고    scopus 로고
    • Computation with infinite neural networks
    • C.K.I. Williams. Computation with infinite neural networks. Neural Computation, 10(5):1203-1216, 1998.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1203-1216
    • Williams, C.K.I.1
  • 9
    • 0037365779 scopus 로고    scopus 로고
    • Permitted and forbidden sets in symmetric threshold-linear networks
    • R.H.R. Hahnloser, H.S. Seung, and J.J. Slotine. Permitted and forbidden sets in symmetric threshold-linear networks. Neural Computation, 15(3):621-638, 2003.
    • (2003) Neural Computation , vol.15 , Issue.3 , pp. 621-638
    • Hahnloser, R.H.R.1    Seung, H.S.2    Slotine, J.J.3
  • 13
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • B. Schölkopf, A. Smola, and K. Müller. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation, 10(5):1299-1319, 1998.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.2    Müller, K.3
  • 15
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • K.Q. Weinberger and L.K. Saul. Distance metric learning for large margin nearest neighbor classification. Journal of Machine Learning Research, 10:207-244, 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 207-244
    • Weinberger, K.Q.1    Saul, L.K.2
  • 18
    • 84864073449 scopus 로고    scopus 로고
    • Greedy layer-wise training of deep networks
    • B. Schölkopf, J. Platt, and T. Hoffman, editors MIT Press
    • Y. Bengio, P. Lamblin, D. Popovici, and H. Larochelle. Greedy layer-wise training of deep networks. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19, pages 153-160. MIT Press, 2007.
    • (2007) Advances in Neural Information Processing Systems , vol.19 , pp. 153-160
    • Bengio, Y.1    Lamblin, P.2    Popovici, D.3    Larochelle, H.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.