程序包 org.wlld.transFormer.nerve

类 Nerve

java.lang.Object

org.wlld.transFormer.nerve.Nerve

直接已知子类:

HiddenNerve, OutNerve, 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 LayNorm	afterLayNorm
protected LayNorm	beforeLayNorm
protected int	depth
protected double	E
protected Matrix	featureMatrix
protected LineBlock	lineBlock
protected int	myUpNumber
protected String	name
protected Matrix	outMatrix
protected Matrix	powerMatrix
protected Map<Long,Matrix>	reMatrixFeatures
protected Matrix	sigmaW
protected double	studyPoint

构造器概要

构造器

限定符	构造器	说明
protected	Nerve(int id, String name, double studyPoint, ActiveFunction activeFunction, int sensoryNerveNub, int hiddenNerveNub, int outNerveNub, LineBlock lineBlock, int regularModel, double regular, int coreNumber)

方法概要

修饰符和类型	方法	说明
void	connect(List<Nerve> nerveList)
void	connectFather(List<Nerve> nerveList)
int	getDepth()
int	getId()
double[][]	getModel()
protected void	input(long eventId, Matrix parameter, boolean isStudy, Matrix allFeature, OutBack outBack, List<Integer> E, Matrix encoderFeature)
protected boolean	insertMatrixParameter(long eventID, Matrix matrix)
void	insertModel(double[][] modelPower)
protected Matrix	opMatrix(Matrix feature, boolean isStudy)
protected void	sendMessage(long eventId, Matrix parameter, boolean isStudy, Matrix allFeature, OutBack outBack, List<Integer> E, Matrix encoderFeature)
protected void	sendOutMessage(long eventId, Matrix parameter, boolean isStudy, OutBack outBack, List<Integer> E)
void	setAfterLayNorm(LayNorm afterLayNorm)
void	setBeforeLayNorm(LayNorm beforeLayNorm)
protected void	toOut(long eventId, Matrix parameter, boolean isStudy, OutBack outBack, List<Integer> E)
protected void	updatePower(long eventId, Matrix errorMatrix, Matrix allError)

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

beforeLayNorm

protected LayNorm beforeLayNorm

afterLayNorm

protected LayNorm afterLayNorm

powerMatrix

protected Matrix powerMatrix

reMatrixFeatures

protected Map<Long,Matrix> reMatrixFeatures

name

protected String name

featureMatrix

protected Matrix featureMatrix

E

protected double E

studyPoint

protected double studyPoint

lineBlock

protected LineBlock lineBlock

sigmaW

protected Matrix sigmaW

activeFunction

protected ActiveFunction activeFunction

outMatrix

protected Matrix outMatrix

myUpNumber

protected int myUpNumber

depth

protected int depth

构造器详细资料

Nerve

protected Nerve(int id,
 String name,
 double studyPoint,
 ActiveFunction activeFunction,
 int sensoryNerveNub,
 int hiddenNerveNub,
 int outNerveNub,
 LineBlock lineBlock,
 int regularModel,
 double regular,
 int coreNumber)
         throws Exception

抛出:

Exception

方法详细资料

getDepth

public int getDepth()

setBeforeLayNorm

public void setBeforeLayNorm(LayNorm beforeLayNorm)

setAfterLayNorm

public void setAfterLayNorm(LayNorm afterLayNorm)

getModel

public double[][] getModel()

insertModel

public void insertModel(double[][] modelPower)
                 throws Exception

抛出:

Exception

sendMessage

protected void sendMessage(long eventId,
 Matrix parameter,
 boolean isStudy,
 Matrix allFeature,
 OutBack outBack,
 List<Integer> E,
 Matrix encoderFeature)
                    throws Exception

抛出:

Exception

input

protected void input(long eventId,
 Matrix parameter,
 boolean isStudy,
 Matrix allFeature,
 OutBack outBack,
 List<Integer> E,
 Matrix encoderFeature)
              throws Exception

抛出:

Exception

toOut

protected void toOut(long eventId,
 Matrix parameter,
 boolean isStudy,
 OutBack outBack,
 List<Integer> E)
              throws Exception

抛出:

Exception

sendOutMessage

protected void sendOutMessage(long eventId,
 Matrix parameter,
 boolean isStudy,
 OutBack outBack,
 List<Integer> E)
                       throws Exception

抛出:

Exception

updatePower

protected void updatePower(long eventId,
 Matrix errorMatrix,
 Matrix allError)
                    throws Exception

抛出:

Exception

insertMatrixParameter

protected boolean insertMatrixParameter(long eventID,
 Matrix matrix)
                                 throws Exception

抛出:

Exception

opMatrix

protected Matrix opMatrix(Matrix feature,
 boolean isStudy)
                   throws Exception

抛出:

Exception

getId

public int getId()

connect

public void connect(List<Nerve> nerveList)

connectFather

public void connectFather(List<Nerve> nerveList)