org.ea.javacnn.layers

Class DropoutLayer

java.lang.Object

org.ea.javacnn.layers.DropoutLayer

All Implemented Interfaces:

java.io.Serializable, Layer

public class DropoutLayer
extends java.lang.Object
implements Layer, java.io.Serializable

This layer will remove some random activations in order to defeat over-fitting.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
DropoutLayer(OutputDefinition def)

Method Summary

Modifier and Type	Method and Description
void	backward()
DataBlock	forward(DataBlock db, boolean training)
java.util.List<BackPropResult>	getBackPropagationResult()

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

DropoutLayer

public DropoutLayer(OutputDefinition def)

Method Detail

forward

public DataBlock forward(DataBlock db,
                         boolean training)

Specified by:

forward in interface Layer

backward

public void backward()

Specified by:

backward in interface Layer

getBackPropagationResult

public java.util.List<BackPropResult> getBackPropagationResult()

Specified by:

getBackPropagationResult in interface Layer