public Node(IReadOnlyList <Layer> nodeGroupPrev, bool addBiasWeights)
{
foreach (var prevNodeLayer in nodeGroupPrev)
{
foreach (var node in prevNodeLayer.Nodes)
{
Weights.Add(node, new Weight(0));
}
}
if (addBiasWeights)
{
foreach (var prevNodeLayer in nodeGroupPrev)
{
BiasWeights.Add(prevNodeLayer, new Weight(0));
}
}
}
private void RandomizeBiasWeights(double maxAbsValue)
{
BiasWeights.MapInplace(x => MathHelper.RandomExceptZero(maxAbsValue));
}
private void SetBiasWeights(double value)
{
BiasWeights.MapInplace(x => MathHelper.RandomExceptZero(value));
}
