nuroko.core

Interface ISynthesiser

All Superinterfaces:

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

public interface ISynthesiser
extends IComponent

Interface for a synthesizer, i.e. a thinker that can regenerate its input from its output

Author:

Mike

Method Summary

Methods

Modifier and Type	Method and Description
ISynthesiser	clone() Creates a clone of a module, including a deep copy of any mutable state.
void	generate(mikera.vectorz.AVector input, mikera.vectorz.AVector output)
IComponent	getDownStack()
IComponent	getUpStack()
void	trainSynth(mikera.vectorz.AVector input)

Methods inherited from interface nuroko.core.IComponent

applyConstraints, getComponents, getDefaultLossFunction, getInputState, getLearnFactor, hasDifferentTrainingThinking, initRandom, isStochastic, setLearnFactor, thinkInternal, thinkInternalTraining, trainGradientInternal

Methods inherited from interface nuroko.core.ITrainable

train, train

Methods inherited from interface nuroko.core.IThinker

think, think

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, getParameterLength, getParameters

Methods inherited from interface nuroko.core.IInputState

getInput, getInputGradient, setInput

Methods inherited from interface nuroko.core.IOutputState

getOutput, getOutputGradient, setOutput

Method Detail

generate

void generate(mikera.vectorz.AVector input,
            mikera.vectorz.AVector output)

trainSynth

void trainSynth(mikera.vectorz.AVector input)

getUpStack

IComponent getUpStack()

getDownStack

IComponent getDownStack()

clone

ISynthesiser 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

Returns: