elu.hpp File Reference

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Classes
class	mlpack::ann::ELU< InputDataType, OutputDataType >
	The ELU activation function, defined by. More...

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

Detailed Description

Author

Vivek Pal

Definition of the ELU activation function as descibed by Djork-Arne Clevert, Thomas Unterthiner and Sepp Hochreiter.

For more information, read the following paper:

@article{Clevert2015,
  author  = {Djork{-}Arn{\'{e}} Clevert and Thomas Unterthiner and
             Sepp Hochreiter},
  title   = {Fast and Accurate Deep Network Learning by Exponential Linear
             Units (ELUs)},
  journal = {CoRR},
  year    = {2015}
}

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 elu.hpp.