#include <iostream>
using namespace std;

#pragma once
#define INCOUNT 100
#define NEUROCOUNT 2
#define it 20

class neuron
{
public:
    neuron(int in);
    double* x;//[INCOUNT+1];//âõîäûå ñèãíàëû
    double* w;//[INCOUNT+1];//âåñà
    double sum;
    double axon_out;//âûâîä àêñîíà
    double nu;//ñêîðîñòü îáó÷åíèÿ
    neuron* next;
};

neuron::neuron(int in)//êîë-âî íåéðîíîâ, ñ êîòîðûìè ñâÿçàí äàííûé íåéðîí - äëÿ fully connected net
{
  x=new double[in];
  w=new double[in];
  sum=0;
  axon_out=0;
  nu=1;
  for(int i=0; i<in; i++)
  {
    x[i]=0;
    w[i]=1;
  }
}

class neuro_net
{
public:
    neuro_net(int layer_count, int* layer_inf);
    double axon_func(double x);
    double axon_func_der(double x);
    void teach_backpropagation();
    int process();
    void explore_net();
    neuron** layers;
};

neuro_net::neuro_net(int layer_count, int* layer_inf)
{
  //ñîçäàäèì òðåáóåìóþ ñåòü
  neuron* list[layer_count];
  neuron* c; neuron* n;
  int count=0, temp,temp1=0;
  layers=list;


  for(int i=0; i<layer_count; i++, count++)
  {
    if(i==0)temp=INCOUNT; else temp=layer_inf[i-1];
    cout<<"temp== "<<temp<<'\n';
    c=new neuron(temp);
    cout<<"LIST "<<list<<'\n';

    for(int k=0; k<layer_inf[i]; k++)
    {
      if(k==0){list[count]=c;}
      cout<<"list[count]== "<<*(&list[count])<<' '<<*(&layers[count])<<'\n';
      /*for(neuron* g=(neuron*)list; temp1<3; temp1++)
      {
        cout<<"in list "<<g<<'\n';
        g++;
      } */

      (*c).axon_out=0;
      (*c).sum=0;
      (*c).nu=1;

      n=new neuron(temp);
      if(k==layer_inf[i]-1)n=0;
      (*c).next=n;
      cout<<"creating neuron "<<k<<" at layer "<<count<<" C== "<<c<<" N== "<<(*c).next<<'\n';
      c=n;
    }
    temp1=0;
    delete n;
    delete c;
  }
}


void neuro_net::explore_net()
{
  //îñìàòðèâàåì íåéðîííóþ ñåòü
  int l=0,c=0;
  cout<<'\n';
  for(l; l<3; l++)
  {
  for(neuron* m=*(&layers[l]); m!=0; m=(*m).next)
  {
    cout<<"neuron #"<<c<<' '<<"at layer "<<l<<" it's addr== "<<m<<" next mem at "<<(*m).next<<'\n';
    system("PAUSE");
    c++;
  }
  c=0;
}
}