nuroko.module

Class ALayer

java.lang.Object

nuroko.module.ALayer

All Implemented Interfaces:

Cloneable, IInput, IInputOutput, IModule, IOutput, IParameterised, IThinker

Direct Known Subclasses:

AWeightLayer

public abstract class ALayer
extends Object
implements IThinker, IParameterised

Layers represent layers of computation from input to output nodes

Author:

Mike

Constructor Summary

Constructors

Constructor and Description
ALayer()

Method Summary

Methods

Modifier and Type	Method and Description
abstract ALayer	clone() Creates a clone of a module, including a deep copy of any mutable state.
abstract int	getParameterLength() Returns the length of the parameter vector for this model
abstract mikera.vectorz.AVector	getParameters() Return an AVector referring to the parameters in the model.
mikera.vectorz.AVector	think(mikera.vectorz.AVector input)
abstract void	think(mikera.vectorz.AVector input, mikera.vectorz.AVector output)

Methods inherited from class java.lang.Object

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

Methods inherited from interface nuroko.core.IOutput

getOutputLength

Methods inherited from interface nuroko.core.IInput

getInputLength

Methods inherited from interface nuroko.core.IModule

getModules

Methods inherited from interface nuroko.core.IParameterised

getGradient

Constructor Detail

ALayer

public ALayer()

Method Detail

getParameters

public abstract mikera.vectorz.AVector getParameters()

Description copied from interface: IParameterised

Return an AVector referring to the parameters in the model. Expected to be mutable.

Specified by:

getParameters in interface IParameterised

Returns:

getParameterLength

public abstract int getParameterLength()

Description copied from interface: IParameterised

Returns the length of the parameter vector for this model

Specified by:

getParameterLength in interface IParameterised

Returns:

think

public abstract void think(mikera.vectorz.AVector input,
         mikera.vectorz.AVector output)

Specified by:

think in interface IThinker

think

public mikera.vectorz.AVector think(mikera.vectorz.AVector input)

Specified by:

think in interface IThinker

clone

public abstract ALayer 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 IModule

Specified by:

clone in interface IParameterised

Specified by:

clone in interface IThinker

Overrides:

clone in class Object

Returns: