nuroko.core

Interface ISynthesiser

All Known Subinterfaces:

IComponent

All Known Implementing Classes:

AComponent, ACompoundComponent, ALayerStack, AOperationComponent, AWeightLayer, Bias, CompoundLayerStack, Dropout, FullWeightLayer, GradientAmplifier, Identity, Join, NeuralNet, Normaliser, Operator, SparseWeightLayer, Sparsifier, Stack, ThinkingOp, TrainingOp

public interface ISynthesiser

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

Author:

Mike

Method Summary

Modifier and Type	Method and Description
ISynthesiser	clone()
mikera.vectorz.AVector	generate(mikera.vectorz.AVector output)
void	generate(mikera.vectorz.AVector input, mikera.vectorz.AVector output)
IComponent	getDownStack()
IComponent	getUpStack()
void	trainSynth(mikera.vectorz.AVector input)
void	trainSynth(mikera.vectorz.AVector input, double factor)

Method Detail

generate

mikera.vectorz.AVector generate(mikera.vectorz.AVector output)

generate

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

trainSynth

void trainSynth(mikera.vectorz.AVector input)

trainSynth

void trainSynth(mikera.vectorz.AVector input,
                double factor)

getUpStack

IComponent getUpStack()

getDownStack

IComponent getDownStack()

clone

ISynthesiser clone()