recunn.model

Class FeedForwardLayer

java.lang.Object

recunn.model.FeedForwardLayer

All Implemented Interfaces:

java.io.Serializable, Model

public class FeedForwardLayer
extends java.lang.Object
implements Model

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
FeedForwardLayer(int inputDimension, int outputDimension, Nonlinearity f, double initParamsStdDev, java.util.Random rng)

Method Summary

Modifier and Type	Method and Description
Matrix	forward(Matrix input, Graph g)
java.util.List<Matrix>	getParameters()
void	resetState()

Methods inherited from class java.lang.Object

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

Constructor Detail

FeedForwardLayer

public FeedForwardLayer(int inputDimension,
                        int outputDimension,
                        Nonlinearity f,
                        double initParamsStdDev,
                        java.util.Random rng)

Method Detail

forward

public Matrix forward(Matrix input,
                      Graph g)
               throws java.lang.Exception

Specified by:

forward in interface Model

Throws:

java.lang.Exception

resetState

public void resetState()

Specified by:

resetState in interface Model

getParameters

public java.util.List<Matrix> getParameters()

Specified by:

getParameters in interface Model