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Regularization and nonlinearities for neural language models: when are
  they needed?

Regularization and nonlinearities for neural language models: when are they needed?

23 January 2013
Marius Pachitariu
M. Sahani
ArXivPDFHTML

Papers citing "Regularization and nonlinearities for neural language models: when are they needed?"

3 / 3 papers shown
Title
On the difficulty of training Recurrent Neural Networks
On the difficulty of training Recurrent Neural Networks
Razvan Pascanu
Tomas Mikolov
Yoshua Bengio
ODL
190
5,342
0
21 Nov 2012
Improving neural networks by preventing co-adaptation of feature
  detectors
Improving neural networks by preventing co-adaptation of feature detectors
Geoffrey E. Hinton
Nitish Srivastava
A. Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
VLM
453
7,661
0
03 Jul 2012
A Fast and Simple Algorithm for Training Neural Probabilistic Language
  Models
A Fast and Simple Algorithm for Training Neural Probabilistic Language Models
A. Mnih
Yee Whye Teh
164
578
0
27 Jun 2012
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