kathirvalavakumar_subavathi_init.hpp File Reference

Include dependency graph for kathirvalavakumar_subavathi_init.hpp:

Go to the source code of this file.

Classes
class	InitTraits< KathirvalavakumarSubavathiInitialization >
	Initialization traits of the kathirvalavakumar subavath initialization rule. More...
class	KathirvalavakumarSubavathiInitialization
	This class is used to initialize the weight matrix with the method proposed by T. More...

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

Detailed Description

Author

Marcus Edel

Definition and implementation of the initialization method by T. Kathirvalavakumar and S. Subavathi. This initialization rule is based on sensitivity analysis using cauchy’s inequality.

For more information, see the following paper.

@inproceedings{KathirvalavakumarJILSA2011,
  title={A New Weight Initialization Method Using Cauchy’s Inequality Based
  on Sensitivity Analysis},
  author={T. Kathirvalavakumar and S. Subavathi},
  booktitle={Journal of Intelligent Learning Systems and Applications,
  Vol. 3 No. 4},
  year={2011}
}

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 kathirvalavakumar_subavathi_init.hpp.