internal Layer(int layerIndex, int neurons, NeuronalNetwork parentNetwork, double[] neuronWeights = null)
{
this.parentNetwork = parentNetwork;
this.neurons = new Neuron[length = neurons];
this.layerIndex = layerIndex;
isInputLayer = layerIndex == 0;
isOutputLayer = layerIndex == parentNetwork.layers.Length - 1;
if (!isInputLayer)
{
previousLayer = parentNetwork.layers[layerIndex - 1];
}
if (neuronWeights == null)
{
for (int i = 0; i < length; i++)
{
this.neurons[i] = new Neuron(i, this);
}
}
else
{
for (int i = 0; i < length; i++)
{
this.neurons[i] = new Neuron(i, this, neuronWeights[i]);
}
}
}
static void Main(string[] args)
{
NeuronalNetwork.ReadDataFromFile();
NeuronalNetwork.Train();
NeuronalNetwork.Test();
//Check if the threads are started or not.. if they are running - join before program exit
if (NeuronalNetwork.WriteHiddenWeightsFileThread.IsAlive &&
NeuronalNetwork.WriteInputWeightsFileThread.IsAlive)
{
NeuronalNetwork.WriteHiddenWeightsFileThread.Join();
NeuronalNetwork.WriteInputWeightsFileThread.Join();
}
Console.WriteLine("Press any key for exit!");
Console.ReadKey();
}