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Posted 29 Jan 2005

Neural Network Classifier

, 29 Jan 2005
A Multilayer perceptron used to classify blue and red points.
#pragma once
#include <afxtempl.h>
class Synapse;

class Neuron
	static double momentum;// = 0.9;
	static double learningRate;// = 0.05;
	CList<Synapse*> inlinks;
	CList<Synapse*> outlinks;
	double output; // range from 0.0 to 1.0
	double sum;
	double delta;
	CString label;
	Neuron(CString s)
		output   = 0.0;
		delta    = 0.0;
		sum      = 0.0;
		label    = s;
	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);

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About the Author

Hossein Khosravi
Software Developer (Senior)
Iran (Islamic Republic of) Iran (Islamic Republic of)
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 , Ashura , Islamic Quotes

Commercial Site: Farsi OCR

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