public void createNetwork()
{
ActivationFunction threshold = new ActivationTANH();
this.network = new FeedforwardNetwork();
this.network.AddLayer(new FeedforwardLayer(threshold, INPUT_SIZE));
this.network.AddLayer(new FeedforwardLayer(threshold,
SineWave.NEURONS_HIDDEN_1));
if (SineWave.NEURONS_HIDDEN_2 > 0)
{
this.network.AddLayer(new FeedforwardLayer(threshold,
SineWave.NEURONS_HIDDEN_2));
}
this.network.AddLayer(new FeedforwardLayer(threshold, OUTPUT_SIZE));
this.network.Reset();
}
public void createNetwork()
{
ActivationFunction threshold = new ActivationTANH();
this.network = new FeedforwardNetwork();
this.network.AddLayer(new FeedforwardLayer(threshold,
PredictSP500.INPUT_SIZE * 2));
this.network.AddLayer(new FeedforwardLayer(threshold,
PredictSP500.NEURONS_HIDDEN_1));
if (PredictSP500.NEURONS_HIDDEN_2 > 0)
{
this.network.AddLayer(new FeedforwardLayer(threshold,
PredictSP500.NEURONS_HIDDEN_2));
}
this.network.AddLayer(new FeedforwardLayer(threshold,
PredictSP500.OUTPUT_SIZE));
this.network.Reset();
}