NeuralNet::NeuralNet(int numInputs, int numHidden, int numOutput)
: mNumInputs(numInputs + 1),
  NumHidden(numHidden),
  mNumOutputs(numOutput),
  mWin(new Matrix(mNumInputs, mNumHidden)),
  mWout(new Matrix(mNumHidden, mNumOutputs)),
  mInputActivation(mNumInputs, 1.0),
  mHiddenActivation(mNumHidden),
  mOutputActivation(mNumOutputs)
{
    initialize();
}