nuroko.module

Class Join

java.lang.Object

nuroko.module.AComponent

nuroko.module.ACompoundComponent

nuroko.module.Join

All Implemented Interfaces:

Cloneable, IComponent, IGradientTrainable, IInput, IInputOutput, IInputState, IModule, IOutput, IOutputState, IParameterised, IThinker, ITrainable

public class Join
extends ACompoundComponent

Class representing a side-by-side joining of networks

Author:

Mike

Field Summary

Fields

Modifier and Type	Field and Description
protected int	inputLength
protected int	outputLength

Fields inherited from class nuroko.module.ACompoundComponent

componentCount, components, gradient, parameters

Constructor Summary

Constructors

Constructor and Description
Join(List<? extends IComponent> comps)

Method Summary

Methods

Modifier and Type	Method and Description
Join	clone() Creates a clone of a module, including a deep copy of any mutable state.
mikera.vectorz.AVector	getInput()
mikera.vectorz.AVector	getInputGradient()
mikera.vectorz.AVector	getOutput()
mikera.vectorz.AVector	getOutputGradient()
void	thinkInternal() Thinks within the scope of the component.
void	trainGradient(mikera.vectorz.AVector gradient, double factor) Trains with a output gradient, incrementing inputGradient and accumulated gradient for parameters.
void	trainGradientInternal(double factor)

Methods inherited from class nuroko.module.ACompoundComponent

getComponent, getComponents, getGradient, getParameterLength, getParameters

Methods inherited from class nuroko.module.AComponent

getInputLength, getInputState, getModules, getOutputLength, isStochastic, setInput, setOutput, think, think, thinkInternalTraining, topComponent, train, train

Methods inherited from class java.lang.Object

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

Field Detail

inputLength

protected final int inputLength

outputLength

protected final int outputLength

Constructor Detail

Join

public Join(List<? extends IComponent> comps)

Method Detail

thinkInternal

public void thinkInternal()

Description copied from interface: IComponent

Thinks within the scope of the component. Updates component's output.

trainGradient

public void trainGradient(mikera.vectorz.AVector gradient,
                 double factor)

Description copied from interface: IGradientTrainable

Trains with a output gradient, incrementing inputGradient and accumulated gradient for parameters.

factor - TODO

trainGradientInternal

public void trainGradientInternal(double factor)

getInput

public mikera.vectorz.AVector getInput()

getInputGradient

public mikera.vectorz.AVector getInputGradient()

getOutput

public mikera.vectorz.AVector getOutput()

getOutputGradient

public mikera.vectorz.AVector getOutputGradient()

clone

public Join clone()

Description copied from interface: IModule

Creates a clone of a module, including a deep copy of any mutable state.

Specified by:

clone in interface IComponent

Specified by:

clone in interface IModule

Specified by:

clone in interface IParameterised

Specified by:

clone in interface IThinker

Specified by:

clone in interface ITrainable

Specified by:

clone in class AComponent

Returns: