org.ea.javacnn.layers

Class PoolingLayer

java.lang.Object

org.ea.javacnn.layers.PoolingLayer

All Implemented Interfaces:

java.io.Serializable, Layer

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

This layer will reduce the dataset by creating a smaller zoomed out version. In essence you take a cluster of pixels take the sum of them and put the result in the reduced position of the new image.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
PoolingLayer(OutputDefinition def, int sx, int stride, int padding)

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

PoolingLayer

public PoolingLayer(OutputDefinition def,
                    int sx,
                    int stride,
                    int padding)

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