nuroko.module

Class Join

java.lang.Object

nuroko.module.AComponent

nuroko.module.ACompoundComponent

nuroko.module.Join

All Implemented Interfaces:

Cloneable, Iterable<IComponent>, IComponent, IFunction<mikera.vectorz.AVector,mikera.vectorz.AVector>, IInput, IInputOutput, IInputState, IModule, IOutput, IOutputState, IParameterised, ISynthesiser, IThinker, ITrainable

public class Join
extends ACompoundComponent

Class representing a side-by-side joining of components

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

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	thinkInternalTraining() Thinks within the scope of the component.
void	trainGradientInternal(double factor) Abstract method for training gradients.

Methods inherited from class nuroko.module.ACompoundComponent

getComponent, getComponents, getGradient, getParameterLength, getParameters, hasDifferentTrainingThinking

Methods inherited from class nuroko.module.AComponent

applyConstraints, applyConstraintsInternal, generate, generate, getConstraints, getDefaultLossFunction, getDownStack, getInputLength, getInputState, getLearnFactor, getModules, getOutputLength, getUpStack, initRandom, isStochastic, isSynthesiser, iterator, setConstraint, setInput, setLearnFactor, setOutput, think, think, topComponent, train, train, trainSynth, trainSynth

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

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.

thinkInternalTraining

public void thinkInternalTraining()

Description copied from interface: IComponent

Thinks within the scope of the component. Update's component's output. May be different from regular thinking.

Specified by:

thinkInternalTraining in interface IComponent

Specified by:

thinkInternalTraining in interface ITrainable

Overrides:

thinkInternalTraining in class AComponent

trainGradientInternal

public void trainGradientInternal(double factor)

Description copied from class: AComponent

Abstract method for training gradients. Assumes use of the current activation states for all inputs/outputs. Should overwrite inputGradient, and adjust gradient for all parameters. Should apply own internal learn rate factor

Specified by:

trainGradientInternal in interface IComponent

Specified by:

trainGradientInternal in class AComponent

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 ISynthesiser

Specified by:

clone in interface IThinker

Specified by:

clone in interface ITrainable

Overrides:

clone in class AComponent

Returns: