메뉴 건너뛰기




Volumn 2015-January, Issue , 2015, Pages 883-891

Hessian-free optimization for learning deep multidimensional recurrent neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION ALGORITHMS; CHARACTER RECOGNITION; FISHER INFORMATION MATRIX; INFORMATION SCIENCE; SPEECH RECOGNITION;

EID: 84965175669     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (8)

References (25)
  • 3
    • 71249112130 scopus 로고    scopus 로고
    • Offline handwriting recognition with multidimensional recurrent neural networks
    • Alex Graves and Jürgen Schmidhuber. Offline handwriting recognition with multidimensional recurrent neural networks. In Advances in Neural Information Processing Systems, pages 545-552, 2009.
    • (2009) Advances in Neural Information Processing Systems , pp. 545-552
    • Graves, A.1    Schmidhuber, J.2
  • 4
    • 84890543083 scopus 로고    scopus 로고
    • Speech recognition with deep recurrent neural networks
    • IEEE
    • Alex Graves, Abdel-rahman Mohamed, and Geoffrey Hinton. Speech recognition with deep recurrent neural networks. In Proceedings of ICASSP, pages 6645-6649. IEEE, 2013.
    • (2013) Proceedings of ICASSP , pp. 6645-6649
    • Graves, A.1    Mohamed, A.2    Hinton, G.3
  • 6
    • 33746600649 scopus 로고    scopus 로고
    • Reducing the dimensionality of data with neural networks
    • Geoffrey E Hinton and Ruslan R Salakhutdinov. Reducing the dimensionality of data with neural networks. Science, 313(5786):504-507, 2006.
    • (2006) Science , vol.313 , Issue.5786 , pp. 504-507
    • Hinton, G.E.1    Salakhutdinov, R.R.2
  • 11
    • 0036631778 scopus 로고    scopus 로고
    • Fast curvature matrix-vector products for second-order gradient descent
    • Nicol N Schraudolph. Fast curvature matrix-vector products for second-order gradient descent. Neural Computation, 14(7):1723-1738, 2002.
    • (2002) Neural Computation , vol.14 , Issue.7 , pp. 1723-1738
    • Schraudolph, N.N.1
  • 12
    • 0000255539 scopus 로고
    • Fast exact multiplication by the hessian
    • Barak A Pearlmutter. Fast exact multiplication by the hessian. Neural Computation, 6(1):147-160, 1994.
    • (1994) Neural Computation , vol.6 , Issue.1 , pp. 147-160
    • Pearlmutter, B.A.1
  • 13
    • 84872565347 scopus 로고    scopus 로고
    • Training deep and recurrent networks with Hessian-free optimization
    • Springer
    • James Martens and Ilya Sutskever. Training deep and recurrent networks with Hessian-free optimization. In Neural Networks: Tricks of the Trade, pages 479-535. Springer, 2012.
    • (2012) Neural Networks: Tricks of the Trade , pp. 479-535
    • Martens, J.1    Sutskever, I.2
  • 16
    • 0000396062 scopus 로고    scopus 로고
    • Natural gradient works efficiently in learning
    • Shun-Ichi Amari. Natural gradient works efficiently in learning. Neural computation, 10(2):251-276, 1998.
    • (1998) Neural Computation , vol.10 , Issue.2 , pp. 251-276
    • Amari, S.-I.1
  • 18
    • 0034266869 scopus 로고    scopus 로고
    • Adaptive natural gradient learning algorithms for various stochastic models
    • Hyeyoung Park, S-I Amari, and Kenji Fukumizu. Adaptive natural gradient learning algorithms for various stochastic models. Neural Networks, 13(7):755-764, 2000.
    • (2000) Neural Networks , vol.13 , Issue.7 , pp. 755-764
    • Park, H.1    Amari, S.-I.2    Fukumizu, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.