public void Init(string layerName, ILayer previousLayer, ILayer nextLayer)
{
this.LayerName = layerName;
this.PreviousLayer = previousLayer;
this.NextLayer = nextLayer;
this.Perceptrons = new Perceptron[ClassesNumber];
//System.Random random = new System.Random();
for (int i = 0; i < ClassesNumber; i++)
{
// Generate random weights and bias.
//...
Perceptrons[i] = new Perceptron(string.Format("P_{0}_{1}", LayerName, i),
new decimal[PreviousLayer.GetInput().Length],
0m);
}
ActivationFunction = ActivationFunctions.GetAppropriateActivationFunction(LayerActivationFunction);
}
