org.ea.javacnn.layers

Class ConvolutionLayer

java.lang.Object

org.ea.javacnn.layers.ConvolutionLayer

All Implemented Interfaces:

java.io.Serializable, Layer

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

This layer uses different filters to find attributes of the data that affects the result. As an example there could be a filter to find horizontal edges in an image.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
ConvolutionLayer(OutputDefinition def, int sx, int filters, 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

ConvolutionLayer

public ConvolutionLayer(OutputDefinition def,
                        int sx,
                        int filters,
                        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