org.ea.javacnn.losslayers

Class LossLayer

java.lang.Object

org.ea.javacnn.losslayers.LossLayer

All Implemented Interfaces:

java.io.Serializable, Layer

Direct Known Subclasses:

RegressionLayer, SoftMaxLayer, SVMLayer

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

Created by danielp on 1/25/17.

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LossLayer(OutputDefinition def)

Method Summary

Modifier and Type	Method and Description
void	backward()
abstract double	backward(int y)
java.util.List<BackPropResult>	getBackPropagationResult()
DataBlock	getOutAct()

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.ea.javacnn.layers.Layer

forward

Constructor Detail

LossLayer

public LossLayer(OutputDefinition def)

Method Detail

backward

public void backward()

Specified by:

backward in interface Layer

backward

public abstract double backward(int y)

getBackPropagationResult

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

Specified by:

getBackPropagationResult in interface Layer

getOutAct

public DataBlock getOutAct()