|
#pragma once
#include <afxtempl.h>
class Synapse;
class Neuron
{
public:
~Neuron(void);
static double momentum;// = 0.9;
static double learningRate;// = 0.05;
CList<Synapse*> inlinks;
CList<Synapse*> outlinks;
//private:
double output; // range from 0.0 to 1.0
double sum;
double delta;
CString label;
public:
Neuron(CString s)
{
output = 0.0;
delta = 0.0;
sum = 0.0;
inlinks.RemoveAll();
outlinks.RemoveAll();
label = s;
}
public:
double getOutput()
{
return output;
}
double getDelta()
{
return delta;
}
void computeOutput();
void computeBackpropDelta(double d); // for an output neuron
void computeBackpropDelta(); // for a hidden neuron
void computeWeight();
CString print();
int SetWeights(double* pWeights);
};
|
By viewing downloads associated with this article you agree to the Terms of Service and the article's licence.
If a file you wish to view isn't highlighted, and is a text file (not binary), please
let us know and we'll add colourisation support for it.
Currently I'm working at Dept. of Electrical Engineering in University of Shahrood.
Pattern Recognition (specially OCR), Neural Networks, Image Processing and Machine Vision are my interests. However I'm a PROGRAMMER as well.
BSc: Sharif University of technology @ 2002
MSc. and PhD: Tarbiat Modarres University @ 2006 & 2010 respectively
Personal Blog:
Andisheh Online
Religious Blogs:
Shia Muslims ,
Islamic Quotes
Company Site:
Shahaab-co
My old Site:
Farsi OCR