greycat.ml.neuralnet.layer

Interface Layer

public interface Layer

Method Summary

Modifier and Type	Method and Description
ExMatrix	forward(ExMatrix input, ProcessGraph g)
ExMatrix[]	getLayerParameters()
Layer	init(int inputs, int outputs, int activationUnit, double[] activationParams, RandomGenerator random, double std)
int	inputDimensions()
int	outputDimensions()
Layer	reInit(RandomGenerator random, double std)
void	resetState()

Method Detail

forward

ExMatrix forward(ExMatrix input,
                 ProcessGraph g)

getLayerParameters

ExMatrix[] getLayerParameters()

init

Layer init(int inputs,
           int outputs,
           int activationUnit,
           double[] activationParams,
           RandomGenerator random,
           double std)

reInit

Layer reInit(RandomGenerator random,
             double std)

resetState

void resetState()

inputDimensions

int inputDimensions()

outputDimensions

int outputDimensions()