internal Connection(Layer preLayer, Layer postLayer, WeightsInitializeFunction initFunc)
{
_preLayer = preLayer;
_postLayer = postLayer;
Weight = initFunc(PostLayerSize, PreLayerSize);
_dw = new float[PreLayerSize * PostLayerSize];
}
public static void AddConnection(WeightsInitializeFunction initFunction = null)
{
if (_network._layers.Count < 2)
{
throw new ApplicationException("Not enough layers.");
}
if (_network._layers.Count - 1 == _network._connections.Count)
{
throw new ApplicationException("There are enough connections.");
}
var lastIndex = _network._layers.Count - 1;
var preLayer = _network._layers[lastIndex - 1];
var postLayer = _network._layers[lastIndex];
_network._connections.Add(new Connection(preLayer, postLayer, initFunction ?? He));
}
