gru.hpp File Reference
Include dependency graph for gru.hpp:
This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes

class  GRU< InputDataType, OutputDataType >
 An implementation of a gru network layer. More...

 

Namespaces

 mlpack
 
Linear algebra utility functions, generally performed on matrices or vectors.
 
 mlpack::ann
 
Artificial Neural Network.
 

Detailed Description

Author
Sumedh Ghaisas

Definition of the GRU layer.

For more information, read the following paper:

@inproceedings{chung2015gated,
title = {Gated Feedback Recurrent Neural Networks.},
author = {Chung, Junyoung and G{\"u}l{\c{c}}ehre, Caglar and Cho,
Kyunghyun and Bengio, Yoshua},
booktitle = {ICML},
pages = {2067--2075},
year = {2015},
url = {https://arxiv.org/abs/1502.02367}
}

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file gru.hpp.