alpha_dropout.hpp File Reference
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class  AlphaDropout< InputDataType, OutputDataType >
 The alpha - dropout layer is a regularizer that randomly with probability 'ratio' sets input values to alphaDash. More...



Linear algebra utility functions, generally performed on matrices or vectors.
Artificial Neural Network.

Detailed Description

Dakshit Agrawal

Definition of the Alpha-Dropout class, which implements a regularizer that randomly sets units to alpha-dash to prevent them from co-adapting and makes an affine transformation so as to keep the mean and variance of outputs at their original values.

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Definition in file alpha_dropout.hpp.