org.wlld.rnnNerveEntity

类 Nerve

java.lang.Object

org.wlld.rnnNerveEntity.Nerve

直接已知子类:

HiddenNerve, OutNerve, SensoryNerve, SoftMax

public abstract class Nerve
extends Object

作者:

lidapeng 神经元，所有类别神经元都要继承的类，具有公用属性

字段概要

字段

限定符和类型	字段和说明
protected ActiveFunction	activeFunction
protected Map<Integer,Double>	dendrites
protected int	downNub
protected double	E
protected Map<Long,List<Double>>	features
protected double	gradient
protected String	name
protected Matrix	nerveMatrix
protected double	outNub
protected int	rnnOutNub
protected double	sigmaW
protected double	studyPoint
protected double	threshold
protected int	upNub
protected Map<Integer,Double>	wg

构造器概要

构造器

限定符	构造器和说明
protected	Nerve(int id, int upNub, String name, int downNub, double studyPoint, boolean init, ActiveFunction activeFunction, boolean isDynamic, int rzType, double lParam, int step, int kernLen, int rnnOutNub)

方法概要

限定符和类型	方法和说明
protected void	backMatrix(Matrix g)
protected double	calculation(long eventId)
void	connect(List<Nerve> nerveList)
void	connectFather(List<Nerve> nerveList)
void	connectOut(List<Nerve> nerveList)
protected Matrix	conv(Matrix matrix)
protected void	destoryParameter(long eventId)
Map<Integer,Double>	getDendrites()
int	getId()
Matrix	getNerveMatrix()
double	getThreshold()
protected double	getWOne(long eventId)
protected void	input(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack imageBack, boolean isEmbedding, Matrix rnnMatrix)
protected void	inputMatrix(long eventId, Matrix matrix, boolean isKernelStudy, int E, OutBack outBack)
protected boolean	insertParameter(long eventId, double parameter)
void	sendMatrix(long eventId, Matrix parameter, boolean isStudy, int E, OutBack outBack)
void	sendMessage(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack outBack, boolean isEmbedding, Matrix rnnMatrix)
void	sendRnnMessage(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack outBack, boolean isEmbedding, Matrix rnnMatrix)
void	setDendrites(Map<Integer,Double> dendrites)
void	setNerveMatrix(Matrix nerveMatrix)
protected void	setStudyPoint(double studyPoint)
void	setThreshold(double threshold)
protected void	updatePower(long eventId)

从类继承的方法 java.lang.Object

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

字段详细资料

dendrites

protected Map<Integer,Double> dendrites

wg

protected Map<Integer,Double> wg

upNub

protected int upNub

downNub

protected int downNub

rnnOutNub

protected int rnnOutNub

features

protected Map<Long,List<Double>> features

nerveMatrix

protected Matrix nerveMatrix

threshold

protected double threshold

name

protected String name

outNub

protected double outNub

E

protected double E

gradient

protected double gradient

studyPoint

protected double studyPoint

sigmaW

protected double sigmaW

activeFunction

protected ActiveFunction activeFunction

构造器详细资料

Nerve

protected Nerve(int id,
                int upNub,
                String name,
                int downNub,
                double studyPoint,
                boolean init,
                ActiveFunction activeFunction,
                boolean isDynamic,
                int rzType,
                double lParam,
                int step,
                int kernLen,
                int rnnOutNub)
         throws Exception

抛出:

Exception

方法详细资料

getDendrites

public Map<Integer,Double> getDendrites()

getNerveMatrix

public Matrix getNerveMatrix()

setNerveMatrix

public void setNerveMatrix(Matrix nerveMatrix)

setDendrites

public void setDendrites(Map<Integer,Double> dendrites)

getThreshold

public double getThreshold()

setThreshold

public void setThreshold(double threshold)

setStudyPoint

protected void setStudyPoint(double studyPoint)

sendMessage

public void sendMessage(long eventId,
                        double parameter,
                        boolean isStudy,
                        Map<Integer,Double> E,
                        OutBack outBack,
                        boolean isEmbedding,
                        Matrix rnnMatrix)
                 throws Exception

抛出:

Exception

sendRnnMessage

public void sendRnnMessage(long eventId,
                           double parameter,
                           boolean isStudy,
                           Map<Integer,Double> E,
                           OutBack outBack,
                           boolean isEmbedding,
                           Matrix rnnMatrix)
                    throws Exception

抛出:

Exception

conv

protected Matrix conv(Matrix matrix)
               throws Exception

抛出:

Exception

sendMatrix

public void sendMatrix(long eventId,
                       Matrix parameter,
                       boolean isStudy,
                       int E,
                       OutBack outBack)
                throws Exception

抛出:

Exception

input

protected void input(long eventId,
                     double parameter,
                     boolean isStudy,
                     Map<Integer,Double> E,
                     OutBack imageBack,
                     boolean isEmbedding,
                     Matrix rnnMatrix)
              throws Exception

抛出:

Exception

inputMatrix

protected void inputMatrix(long eventId,
                           Matrix matrix,
                           boolean isKernelStudy,
                           int E,
                           OutBack outBack)
                    throws Exception

抛出:

Exception

backMatrix

protected void backMatrix(Matrix g)
                   throws Exception

抛出:

Exception

updatePower

protected void updatePower(long eventId)
                    throws Exception

抛出:

Exception

insertParameter

protected boolean insertParameter(long eventId,
                                  double parameter)

destoryParameter

protected void destoryParameter(long eventId)

getWOne

protected double getWOne(long eventId)

calculation

protected double calculation(long eventId)

getId

public int getId()

connect

public void connect(List<Nerve> nerveList)

connectOut

public void connectOut(List<Nerve> nerveList)

connectFather

public void connectFather(List<Nerve> nerveList)