/// <summary>
/// Creat new index values for the network.
/// </summary>
///
private void ReindexNetwork()
{
FlatNetwork flat = _network.Structure.Flat;
int neuronCount = 0;
int weightCount = 0;
for (int i = 0; i < flat.LayerCounts.Length; i++)
{
if (i > 0)
{
int from = flat.LayerFeedCounts[i - 1];
int to = flat.LayerCounts[i];
weightCount += from * to;
}
flat.LayerIndex[i] = neuronCount;
flat.WeightIndex[i] = weightCount;
neuronCount += flat.LayerCounts[i];
}
flat.LayerOutput = new double[neuronCount];
flat.LayerSums = new double[neuronCount];
flat.ClearContext();
flat.InputCount = flat.LayerFeedCounts[flat.LayerCounts.Length - 1];
flat.OutputCount = flat.LayerFeedCounts[0];
}
