nuroko.module

Class ALayerStack

java.lang.Object

nuroko.module.AComponent

nuroko.module.ALayerStack

All Implemented Interfaces:

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

Direct Known Subclasses:

CompoundLayerStack, NeuralNet

public abstract class ALayerStack
extends AComponent

Abstract base class representing a stack of AWeightLayer components

Author:

Mike

Constructor Summary

Constructors

Constructor and Description
ALayerStack()

Method Summary

Methods

Modifier and Type	Method and Description
abstract ALayerStack	clone() Creates a clone of a module, including a deep copy of any mutable state.
abstract mikera.vectorz.AVector	getData(int i)
mikera.vectorz.AVector	getInput()
abstract AWeightLayer	getLayer(int i)
abstract int	getLayerCount()
List<AWeightLayer>	getLayers()
mikera.vectorz.AVector	getOutput()
ALayerStack	subStack(int start, int length)

Methods inherited from class nuroko.module.AComponent

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

Methods inherited from class java.lang.Object

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

Methods inherited from interface nuroko.core.IComponent

getComponents, hasDifferentTrainingThinking, thinkInternal

Methods inherited from interface nuroko.core.IParameterised

getGradient, getParameters

Methods inherited from interface nuroko.core.IInputState

getInputGradient

Methods inherited from interface nuroko.core.IOutputState

getOutputGradient

Constructor Detail

ALayerStack

public ALayerStack()

Method Detail

getLayerCount

public abstract int getLayerCount()

getLayer

public abstract AWeightLayer getLayer(int i)

getData

public abstract mikera.vectorz.AVector getData(int i)

getOutput

public mikera.vectorz.AVector getOutput()

getInput

public mikera.vectorz.AVector getInput()

getLayers

public List<AWeightLayer> getLayers()

subStack

public ALayerStack subStack(int start,
                   int length)

clone

public abstract ALayerStack 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: