public INeuralNetwork Clone()
{
var simpleNetwork = SimpleNeuralNetworkFactory.Create(Inputs.Count, Hidden.Count, Output.Count);
// Copy weights
for (int i = 0; i < Synapses.Count; i++)
{
simpleNetwork.Synapses.ElementAt(i).Weight = Synapses.ElementAt(i).Weight;
}
// Copy activation functions
var sourceNeurons = Neurons.OfType <ICalculatableNeuron>().ToArray();
var targetNeurons = simpleNetwork.Neurons.OfType <ICalculatableNeuron>().ToArray();
for (int i = 0; i < sourceNeurons.Count(); i++)
{
targetNeurons.ElementAt(i).ActivationFunction = sourceNeurons.ElementAt(i).ActivationFunction;
}
simpleNetwork.Generation = Generation;
return(simpleNetwork);
}
