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Some Insights into the Geometry and Training of Neural Networks

Some Insights into the Geometry and Training of Neural Networks

2 May 2016
E. Berg
    3DH
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Papers citing "Some Insights into the Geometry and Training of Neural Networks"

3 / 3 papers shown
Title
On the Number of Linear Regions of Deep Neural Networks
On the Number of Linear Regions of Deep Neural Networks
Guido Montúfar
Razvan Pascanu
Kyunghyun Cho
Yoshua Bengio
88
1,254
0
08 Feb 2014
On the number of response regions of deep feed forward networks with
  piece-wise linear activations
On the number of response regions of deep feed forward networks with piece-wise linear activations
Razvan Pascanu
Guido Montúfar
Yoshua Bengio
FAtt
117
257
0
20 Dec 2013
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
447
7,660
0
03 Jul 2012
1