dropconnect.hpp File Reference

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Classes
class	mlpack::ann::DropConnect< InputDataType, OutputDataType >
	The DropConnect layer is a regularizer that randomly with probability ratio sets the connection values to zero and scales the remaining elements by factor 1 /(1 - ratio). More...

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

Detailed Description

Author

Palash Ahuja

Marcus Edel

Definition of the DropConnect class, which implements a regularizer that randomly sets connections to zero. Preventing units from co-adapting.

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 dropconnect.hpp.