/**
* A simple main method to test the Hopfield neural network.
*
* @param args
* Not used.
*/
static void Main(string[] args)
{
// Create the neural network.
HopfieldNetwork network = new HopfieldNetwork(4);
// This pattern will be trained
bool[] pattern1 = { true, true, false, false };
// This pattern will be presented
bool[] pattern2 = { true, false, false, false };
bool[] result;
// train the neural network with pattern1
Console.WriteLine("Training Hopfield network with: "
+ FormatBoolean(pattern1));
network.Train(pattern1);
// present pattern1 and see it recognized
result = network.Present(pattern1);
Console.WriteLine("Presenting pattern:" + FormatBoolean(pattern1)
+ ", and got " + FormatBoolean(result));
// Present pattern2, which is similar to pattern 1. Pattern 1
// should be recalled.
result = network.Present(pattern2);
Console.WriteLine("Presenting pattern:" + FormatBoolean(pattern2)
+ ", and got " + FormatBoolean(result));
}
public HopfieldRecForm()
{
InitializeComponent();
grid = new bool[HopfieldRecForm.GRID_X * HopfieldRecForm.GRID_Y];
this.hopfield = new HopfieldNetwork(HopfieldRecForm.GRID_X * HopfieldRecForm.GRID_Y);
}