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// MultiLayerPerceptronDlg.h : header file
//
#pragma once
#include "Perceptron.h"
#include "ErrorDlg.h"
#include "afxwin.h"
// CMultiLayerPerceptronDlg dialog
class CMultiLayerPerceptronDlg : public CDialog
{
// Construction
public:
CMultiLayerPerceptronDlg(CWnd* pParent = NULL); // standard constructor
~CMultiLayerPerceptronDlg()// standard destructor
{
delete m_ErrorDlg;
};
// Dialog Data
enum { IDD = IDD_MULTILAYERPERCEPTRON_DIALOG };
protected:
virtual void DoDataExchange(CDataExchange* pDX); // DDX/DDV support
public:
Perceptron* perceptron;
void initPerceptron();
void learnPoints();
void setSamples();
void UpdateDisplay();
// Implementation
protected:
HICON m_hIcon;
// Generated message map functions
virtual BOOL OnInitDialog();
afx_msg void OnSysCommand(UINT nID, LPARAM lParam);
afx_msg void OnPaint();
afx_msg HCURSOR OnQueryDragIcon();
DECLARE_MESSAGE_MAP()
public:
afx_msg void OnBnClickedInit();
// number of neuron in hidden layer
UINT m_hidSize[3];
static const n_in = 2;//10*10;
static const n_out = 1;//32;
double m_dLearningRate;
double m_dMomentum;
CErrorDlg *m_ErrorDlg;
CArray<CPoint> m_RedPts,m_BluePts;//Sample points from user
float m_fRedRatio[600][800];
afx_msg void OnBnClickedLearn();
long m_nIter;
CComboBox m_cmbColor;
afx_msg void OnLButtonDown(UINT nFlags, CPoint point);
afx_msg void OnBnClickedClear();
double m_dTargetError;
BOOL m_bWritetoFile;
afx_msg void OnBnClickedShowError();
afx_msg void OnBnClickedLoadWeights();
afx_msg void SaveWeights();
CString m_strErrorFile;
afx_msg void OnBnClickedWritetofile();
};
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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
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Andisheh Online
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