/// <summary>
/// For development purposes only, later Console App should be removed
/// </summary>
/// <param name="args"></param>
static void Main(string[] args)
{
Console.WriteLine("Welcome to Our Neural Network project");
int[,] test = new int[, ]
{
{ 1, 1, 1, 1 },
{ -1, -1, -1, -1 },
{ 1, -1, 1, -1 }
};
AssociativeMemory mem = new AssociativeMemory(test);
Console.WriteLine("Hopfield Matrix:");
Console.WriteLine(mem.T);
var res = mem.Test(new List <int>()
{
1, 1, 1, 1
});
Console.WriteLine("Result after test:");
for (int i = 0; i < res.Result.Count; i++)
{
Console.Write(res.Result[i] + " ");
}
Console.WriteLine();
}
public void Write(AssociativeMemory mem)
{
if (mem != null)
{
_builder.Append(mem.T);
}
_builder.Append("\n");
}
public void AssociateWithVectorResultingInTwoVectorsLoop()
{
AssociativeMemory mem = new AssociativeMemory(input, 10);
TestResult result = mem.Test(vect2);
Assert.AreEqual(result.Result.SequenceEqual(vect2), true);
Assert.AreEqual(result.IsConvergent, false);
Assert.AreEqual(result.IsTwoVectorsLoop, true);
Assert.AreEqual(result.SecondVector.SequenceEqual(vect3), true);
Assert.AreEqual(result.NumberOfIterations, 2);
}
public void AssociateWithExistingVector()
{
AssociativeMemory mem = new AssociativeMemory(input, 10);
TestResult result = mem.Test(vect);
Assert.AreEqual(result.Result.SequenceEqual(vect), true);
Assert.AreEqual(result.IsConvergent, true);
Assert.AreEqual(result.IsTwoVectorsLoop, false);
Assert.AreEqual(result.SecondVector.SequenceEqual(new List <int>()), true);
Assert.AreEqual(result.NumberOfIterations, 1);
}
private void OnCreateMemoryClick(object obj)
{
try
{
_associativeMemory = new AssociativeMemory(_input.Values, _input.NumberOfVectors, _input.VectorSize);
}
catch (Exception ex)
{
MessageBox.Show("Error creating associative memory" + ex.Message);
}
finally
{
if (_associativeMemory != null)
{
_writer.Write("Associative memory created");
_writer.Write("Hopfield Matrix");
_writer.Write(_associativeMemory);
_writer.Write("Now you can input a test vector of length " + _input.VectorSize);
TestVectorText = string.Empty;
IsEnabledTestVectorTextBox = true;
ConsoleText = _writer.Text;
}
}
}
