public override Vector GenFeatures(Vector x)
{
if (x.Count != InputDim())
{
throw new ArgumentException("Input vector does not have a compatible dimension.");
}
// standardize. Divide by sqrt(gauss width^2)
Vector s = x * (1.0 / Math.Sqrt(this.GaussWidthSq));
Vector cosArg = WeightMatrix.Transpose() * s + BiasVector;
double scale = Math.Sqrt(2.0 / NumFeatures());
var temp = from ca in cosArg
select Math.Cos(ca) * scale;
return(Vector.FromArray(temp.ToArray()));
}
public void TransposedDuplicate(Connection cloneConnection)
{
cloneConnection.WeightMatrix = WeightMatrix.Transpose();
}
public void TransposedDuplicate(Bundle cloneBundle)
{
cloneBundle.WeightMatrix = WeightMatrix.Transpose();
}