public bool[] Present(bool[] pattern)
{
var output = new bool[pattern.Length];
Matrix inputMatrix = Matrix.CreateRowMatrix(BiPolarUtil.Bipolar2Double(pattern));
for (int col = 0; col < pattern.Length; col++)
{
Matrix columnMatrix = _weightMatrix.GetCol(col);
columnMatrix = MatrixMath.Transpose(columnMatrix);
double dotProduct = MatrixMath.FindMult(inputMatrix, columnMatrix);
if (dotProduct > 0)
{
output[col] = true;
}
else
{
output[col] = false;
}
}
return(output);
}
public void Train(bool[] pattern)
{
Matrix m2 = Matrix.CreateRowMatrix(BiPolarUtil.Bipolar2Double(pattern));
Matrix m1 = MatrixMath.Transpose(m2);
Matrix m3 = MatrixMath.Multiply(m1, m2);
Matrix identity = MatrixMath.CreateIdentityMatrix(m3.Rows);
Matrix m4 = MatrixMath.Subtract(m3, identity);
_weightMatrix = MatrixMath.Add(_weightMatrix, m4);
}
