// Hopfield.cpp // (Discrete (Binary)) Hopfield Artificial Neural Network (ANN) // For more info see: // http://en.wikipedia.org/wiki/Hopfield_net // http://www.scholarpedia.org/article/Hopfield_network // Compiler used: Dev-C++ // FB - 201011136 #include #include // getch() using namespace std; int main (int argc, char *argv[]) { cout<<"Hopfield Artificial Neural Network (ANN):"<(0.138f*n); // number of patterns (rows) int* pattern=new int[m*n]; for(j=0;j w=0) int* w=new int[n*n]; for(j=0;j=0) neuron[j]=1; else neuron[j]=0; } /* // Second Choice for updating the network: // Parallel updating: // Update all neurons simultaneously int* neuron_temp=new int[n]; // calculate the new values of each neuron // but do not update immediately! for(j=0;j=0) neuron_temp[j]=1; else neuron_temp[j]=0; } // update the neurons with the new values neuron=neuron_temp; // update the array pointer delete []neuron; // delete the old values */ // if state of the network unchanged // then increase the unchanged counter // else reset it bool changed=false; for(k=0;k=100) { cout<<"Converged network state:"<