public HopfieldNetwork(int dim, double forgetRatio)
{
IList <Neuron> neurons = new List <Neuron>();
for (int i = 0; i < dim; i++)
{
neurons.Add(MemoryNeuron.Create(dim));
}
layer = NetworkLayer.Of(neurons);
this.forgetRatio = forgetRatio;
}
public static NetworkLayer Of(IList <Neuron> neurons)
{
if (neurons == null || neurons.Count < 1)
{
throw new ArgumentException(EMPTY_LAYER_MSG);
}
if (!AreOfConsistentDimension(neurons))
{
throw new ArgumentException(MISALIGNED_NEURONS_MSG);
}
NetworkLayer layer = new NetworkLayer();
layer.neurons = neurons;
layer.NeuronInputDimension = neurons.First().InputDim;
return(layer);
}
