Package engine.neural.optimizers

Class RMSProp

java.lang.Object

engine.neural.optimizers.RMSProp

All Implemented Interfaces:

Optimizer, Reconstructible

public class RMSProp
extends Object
implements Optimizer

Constructor Summary

Constructors

Constructor	Description
RMSProp()

Method Summary

Modifier and Type	Method	Description
void	updateBiases(Vector biases, Vector delta)
void	updateWeights(Matrix weights, Matrix gradient)

Methods inherited from class java.lang.Object

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

Methods inherited from interface engine.neural.Reconstructible

getClassInfo

Constructor Details

RMSProp

public RMSProp()

Method Details

updateWeights

public void updateWeights(Matrix weights,
 Matrix gradient)

Specified by:

updateWeights in interface Optimizer

updateBiases

public void updateBiases(Vector biases,
 Vector delta)

Specified by:

updateBiases in interface Optimizer