程序包 org.wlld.rnnJumpNerveEntity

类 Nerve

java.lang.Object

org.wlld.rnnJumpNerveEntity.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 @date 9:36 上午 2019/12/21

字段概要

字段

修饰符和类型	字段	说明
protected ActiveFunction	activeFunction
protected int	allDepth
protected boolean	creator
protected Map<Integer,Double>	dendrites
protected int	depth
protected double	E
protected Map<Long,List<Double>>	features
protected double	gradient
protected String	name
protected Matrix	nerveMatrix
protected double	outNub
protected double	sigmaW
protected int	startDepth
protected double	studyPoint
protected double	threshold
protected Map<Integer,Double>	wg

构造器概要

构造器

限定符	构造器	说明
protected	Nerve(int id, String name, double studyPoint, boolean init, ActiveFunction activeFunction, boolean isDynamic, int rzType, double lParam, int step, int kernLen, int sensoryNerveNub, int hiddenNerveNub, int outNerveNub, int allDepth, boolean creator, int startDepth)

方法概要

修饰符和类型	方法	说明
protected void	backMatrix(Matrix g)
protected double	calculation(long eventId)
protected void	clearData(long eventId)
void	connect(int depth, List<Nerve> nerveList)
void	connectFather(int depth, List<Nerve> nerveList)
void	connectOut(List<Nerve> nerveList)
protected Matrix	conv(Matrix matrix)
protected void	destroyParameter(long eventId)
Map<Integer,Double>	getDendrites()
int	getDepth()
int	getId()
Matrix	getNerveMatrix()
double	getThreshold()
protected void	input(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack imageBack, Matrix rnnMatrix, int[] storeys, int index, int questionLength)
protected void	inputMatrix(long eventId, Matrix matrix, boolean isKernelStudy, int E, OutBack outBack)
protected boolean	insertParameter(long eventId, double parameter)
protected void	sendAppointSoftMax(long eventId, double parameter, Matrix rnnMatrix, OutBack outBack, String myWord)
protected void	sendAppointTestMessage(long eventId, double parameter, Matrix featureMatrix, OutBack outBack, String myWord)
protected void	sendMatrix(long eventId, Matrix parameter, boolean isStudy, int E, OutBack outBack)
protected void	sendMessage(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack outBack, Matrix rnnMatrix, int[] storeys, int index, int questionLength)
protected void	sendMyTestMessage(long eventId, Matrix featureMatrix, OutBack outBack, String word)
protected void	sendRnnTestMessage(long eventId, double parameter, Matrix featureMatrix, OutBack outBack, String myWord)
protected void	sendSoftMax(long eventId, double parameter, boolean isStudy, Map<Integer,Double> E, OutBack outBack, Matrix rnnMatrix, int[] storeys, int index)
protected void	sendSoftMaxBack(long eventId, double parameter, Matrix rnnMatrix, OutBack outBack, String myWord)
protected void	sendTestMessage(long eventId, double parameter, Matrix featureMatrix, OutBack outBack, String myWord)
void	setDendrites(Map<Integer,Double> dendrites)
void	setNerveMatrix(Matrix nerveMatrix)
protected void	setStudyPoint(double studyPoint)
void	setThreshold(double threshold)
protected void	updatePower(long eventId, int[] storeys, int index)

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

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

depth

protected int depth

allDepth

protected int allDepth

creator

protected boolean creator

startDepth

protected int startDepth

构造器详细资料

Nerve

protected Nerve(int id,
 String name,
 double studyPoint,
 boolean init,
 ActiveFunction activeFunction,
 boolean isDynamic,
 int rzType,
 double lParam,
 int step,
 int kernLen,
 int sensoryNerveNub,
 int hiddenNerveNub,
 int outNerveNub,
 int allDepth,
 boolean creator,
 int startDepth)
         throws Exception

抛出:

Exception

方法详细资料

getDepth

public int getDepth()

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)

sendSoftMaxBack

protected void sendSoftMaxBack(long eventId,
 double parameter,
 Matrix rnnMatrix,
 OutBack outBack,
 String myWord)
                        throws Exception

抛出:

Exception

sendSoftMax

protected void sendSoftMax(long eventId,
 double parameter,
 boolean isStudy,
 Map<Integer,Double> E,
 OutBack outBack,
 Matrix rnnMatrix,
 int[] storeys,
 int index)
                    throws Exception

抛出:

Exception

clearData

protected void clearData(long eventId)

sendMyTestMessage

protected void sendMyTestMessage(long eventId,
 Matrix featureMatrix,
 OutBack outBack,
 String word)
                          throws Exception

抛出:

Exception

sendAppointSoftMax

protected void sendAppointSoftMax(long eventId,
 double parameter,
 Matrix rnnMatrix,
 OutBack outBack,
 String myWord)
                           throws Exception

抛出:

Exception

sendAppointTestMessage

protected void sendAppointTestMessage(long eventId,
 double parameter,
 Matrix featureMatrix,
 OutBack outBack,
 String myWord)
                               throws Exception

抛出:

Exception

sendTestMessage

protected void sendTestMessage(long eventId,
 double parameter,
 Matrix featureMatrix,
 OutBack outBack,
 String myWord)
                        throws Exception

抛出:

Exception

sendRnnTestMessage

protected void sendRnnTestMessage(long eventId,
 double parameter,
 Matrix featureMatrix,
 OutBack outBack,
 String myWord)
                           throws Exception

抛出:

Exception

sendMessage

protected void sendMessage(long eventId,
 double parameter,
 boolean isStudy,
 Map<Integer,Double> E,
 OutBack outBack,
 Matrix rnnMatrix,
 int[] storeys,
 int index,
 int questionLength)
                    throws Exception

抛出:

Exception

conv

protected Matrix conv(Matrix matrix)
               throws Exception

抛出:

Exception

sendMatrix

protected 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,
 Matrix rnnMatrix,
 int[] storeys,
 int index,
 int questionLength)
              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,
 int[] storeys,
 int index)
                    throws Exception

抛出:

Exception

insertParameter

protected boolean insertParameter(long eventId,
 double parameter)
                           throws Exception

抛出:

Exception

destroyParameter

protected void destroyParameter(long eventId)

calculation

protected double calculation(long eventId)

getId

public int getId()

connect

public void connect(int depth,
 List<Nerve> nerveList)

connectOut

public void connectOut(List<Nerve> nerveList)

connectFather

public void connectFather(int depth,
 List<Nerve> nerveList)