Recurrent Orthogonal Networks and Long-Memory Tasks
暂无分享,去创建一个
Yann LeCun | Arthur Szlam | Mikael Henaff | Yann LeCun | Mikael Henaff | Arthur D. Szlam | Arthur Szlam
[1] Jeffrey L. Elman,et al. Finding Structure in Time , 1990, Cogn. Sci..
[2] Yoshua Bengio,et al. Learning long-term dependencies with gradient descent is difficult , 1994, IEEE Trans. Neural Networks.
[3] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[4] Pat Langley,et al. Crafting Papers on Machine Learning , 2000, ICML.
[5] Jürgen Schmidhuber,et al. Learning Precise Timing with LSTM Recurrent Networks , 2003, J. Mach. Learn. Res..
[6] Haim Sompolinsky,et al. Short-term memory in orthogonal neural networks. , 2004, Physical review letters.
[7] Surya Ganguli,et al. Memory traces in dynamical systems , 2008, Proceedings of the National Academy of Sciences.
[8] Ilya Sutskever,et al. Learning Recurrent Neural Networks with Hessian-Free Optimization , 2011, ICML.
[9] Vysoké Učení,et al. Statistical Language Models Based on Neural Networks , 2012 .
[10] Geoffrey E. Hinton,et al. Speech recognition with deep recurrent neural networks , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[11] Razvan Pascanu,et al. On the difficulty of training recurrent neural networks , 2012, ICML.
[12] Alex Graves,et al. Generating Sequences With Recurrent Neural Networks , 2013, ArXiv.
[13] Surya Ganguli,et al. Exact solutions to the nonlinear dynamics of learning in deep linear neural networks , 2013, ICLR.
[14] Quoc V. Le,et al. Sequence to Sequence Learning with Neural Networks , 2014, NIPS.
[15] Wojciech Zaremba,et al. Recurrent Neural Network Regularization , 2014, ArXiv.
[16] Marc'Aurelio Ranzato,et al. Learning Longer Memory in Recurrent Neural Networks , 2014, ICLR.
[17] Geoffrey E. Hinton,et al. A Simple Way to Initialize Recurrent Networks of Rectified Linear Units , 2015, ArXiv.
[18] Yoshua Bengio,et al. Unitary Evolution Recurrent Neural Networks , 2015, ICML.
[19] Roland Memisevic,et al. Regularizing RNNs by Stabilizing Activations , 2015, ICLR.