public Network(ILayer inputLayer, ILayer[] hiddenLayers, ILayer outputLayer)
{
this.InputLayer = inputLayer;
this.HiddenLayers = hiddenLayers;
this.OutputLayer = outputLayer;
this.Neurons = InputLayer.Neurons.Concat(OutputLayer.Neurons).Concat(HiddenLayers.SelectMany(x => x.Neurons)).ToList();
this.Synapses = InputLayer.Neurons.SelectMany(x => x.OutgoingSynapses ?? new ISynapse[0]).ToList();
foreach (var hiddenLayer in HiddenLayers)
{
this.Synapses.Concat(hiddenLayer.Neurons.SelectMany(x => x.OutgoingSynapses));
}
//Synapses won't be added twice since we only collect outgoing synapses
//this.Synapses = this.Synapses.Distinct().ToList();
}
