dropconnect.hpp File Reference
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Classes

class  DropConnectType< MatType >
 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.
 

Typedefs

typedef DropConnectType< arma::mat > DropConnect
 

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.