rectifier_function.hpp File Reference

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Classes
class	mlpack::ann::RectifierFunction
	The rectifier function, defined by. 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 rectifier function as described by V. Nair and G. E. Hinton.

For more information, see the following paper.

@misc{NairHinton2010,
  author = {Vinod Nair, Geoffrey E. Hinton},
  title = {Rectified Linear Units Improve Restricted Boltzmann Machines},
  year = {2010}
}

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 rectifier_function.hpp.