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Volumn 2015-January, Issue , 2015, Pages 442-450

Tensorizing neural networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPRESSION FACTOR; COMPUTATIONAL RESOURCES; DEEP NEURAL NETWORKS; EXPRESSIVE POWER; LARGE AMOUNTS; STATE-OF-THE-ART PERFORMANCE; TENSOR TRAINS; WEIGHT MATRICES;

EID: 84965128773     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (817)

References (27)
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    • (1970) Psychometrika , vol.35 , pp. 283-319
    • Caroll, J.D.1    Chang, J.J.2
  • 5
    • 0024861871 scopus 로고
    • Approximation by superpositions of a sigmoidal function
    • G. Cybenko, "Approximation by superpositions of a sigmoidal function", Mathematics of control, signals and systems, pp. 303-314, 1989.
    • (1989) Mathematics of Control, Signals and Systems , pp. 303-314
    • Cybenko, G.1
  • 11
    • 77952289640 scopus 로고    scopus 로고
    • A new scheme for the tensor representation
    • W. Hackbusch and S. Kühn, "A new scheme for the tensor representation", J. Fourier Anal. Appl., vol. 15, pp. 706-722, 2009.
    • (2009) J. Fourier Anal. Appl. , vol.15 , pp. 706-722
    • Hackbusch, W.1    Kühn, S.2
  • 17
    • 80053896203 scopus 로고    scopus 로고
    • Tensor-Train decomposition
    • I. V. Oseledets, "Tensor-Train decomposition", SIAM J. Scientific Computing, vol. 33, no. 5, pp. 2295-2317, 2011.
    • (2011) SIAM J. Scientific Computing , vol.33 , Issue.5 , pp. 2295-2317
    • Oseledets, I.V.1
  • 18
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • D. E. Rumelhart, G. E. Hinton, and R. J. Williams, "Learning representations by back-propagating errors", Nature, vol. 323, no. 6088, pp. 533-536, 1986.
    • (1986) Nature , vol.323 , Issue.6088 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 23
    • 0013953617 scopus 로고
    • Some mathematical notes on three-mode factor analysis
    • L. R. Tucker, "Some mathematical notes on three-mode factor analysis", Psychometrika, vol. 31, no. 3, pp. 279-311, 1966.
    • (1966) Psychometrika , vol.31 , Issue.3 , pp. 279-311
    • Tucker, L.R.1
  • 25
    • 84906227589 scopus 로고    scopus 로고
    • Restructuring of deep neural network acoustic models with singular value decomposition
    • J. Xue, J. Li, and Y. Gong, "Restructuring of deep neural network acoustic models with singular value decomposition", in Interspeech, 2013, pp. 2365-2369.
    • (2013) Interspeech , pp. 2365-2369
    • Xue, J.1    Li, J.2    Gong, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.