org.ea.javacnn.layers

Class MaxoutLayer

java.lang.Object

org.ea.javacnn.layers.MaxoutLayer

All Implemented Interfaces:

java.io.Serializable, Layer

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

Implements Maxout nonlinearity that computes x to max(x) where x is a vector of size group_size. Ideally of course, the input size should be exactly divisible by group_size

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
MaxoutLayer(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

MaxoutLayer

public MaxoutLayer(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