/// <summary>
/// Saves the neural network as a .ann file.
/// </summary>
/// <param name="name">The .ann file name.</param>
/// <returns>The .ann file.</returns>
public AnnFile Save(string name)
{
var map = ComputeNodeIdMap();
return(new AnnFile
{
Name = name,
Activation = Activation,
InputNeurons = InputNeurons.Select(neuron => (uint)map[neuron.ID]).ToList(),
OutputNeurons = OutputNeurons.Select(neuron => (uint)map[neuron.ID]).ToList(),
AdjacencyMatrix = AdjacencyMatrix
});
}
public double[] GetInputValues(int cycle)
{
return(InputNeurons.Select(x => x.Values[cycle] / Divisor).ToArray());
}