-
2
-
-
85161980569
-
Unconstrained on-line handwriting recognition with recurrent neural networks
-
Alex Graves, Marcus Liwicki, Horst Bunke, Jürgen Schmidhuber, and Santiago Fernández. Unconstrained on-line handwriting recognition with recurrent neural networks. In Advances in Neural Information Processing Systems, pages 577-584, 2008.
-
(2008)
Advances in Neural Information Processing Systems
, pp. 577-584
-
-
Graves, A.1
Liwicki, M.2
Bunke, H.3
Schmidhuber, J.4
Fernández, S.5
-
3
-
-
71249112130
-
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
-
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
-
5
-
-
84964544562
-
-
CoRR, abs/1412.6550
-
Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, and Yoshua Bengio. Fitnets: Hints for thin deep nets. CoRR, abs/1412.6550, 2014. URL http://arxiv.org/abs/1412.6550.
-
(2014)
Fitnets: Hints for Thin Deep Nets
-
-
Romero, A.1
Ballas, N.2
Ebrahimi Kahou, S.3
Chassang, A.4
Gatta, C.5
Bengio, Y.6
-
6
-
-
33746600649
-
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
-
7
-
-
84937522268
-
Going deeper with convolutions
-
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich. Going deeper with convolutions. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 1-9, 2015.
-
(2015)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition
, pp. 1-9
-
-
Szegedy, C.1
Liu, W.2
Jia, Y.3
Sermanet, P.4
Reed, S.5
Anguelov, D.6
Erhan, D.7
Vanhoucke, V.8
Rabinovich, A.9
-
11
-
-
0036631778
-
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
-
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
-
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
-
14
-
-
33749259827
-
Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural networks
-
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber. Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks. In Proceedings of the 23rd International Conference on Machine Learning, pages 369-376, 2006.
-
(2006)
Proceedings of the 23rd International Conference on Machine Learning
, pp. 369-376
-
-
Graves, A.1
Fernández, S.2
Gomez, F.3
Schmidhuber, J.4
-
16
-
-
0000396062
-
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
-
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
-
20
-
-
23444443159
-
IFN/ENIT-database of handwritten Arabic words
-
Mario Pechwitz, S. Snoussi Maddouri, Volker Märgner, Noureddine Ellouze, and Hamid Amiri. IFN/ENIT-database of handwritten arabic words. In Proceedings of CIFED, pages 129-136, 2002.
-
(2002)
Proceedings of CIFED
, pp. 129-136
-
-
Pechwitz, M.1
Snoussi Maddouri, S.2
Märgner, V.3
Ellouze, N.4
Amiri, H.5
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