internal void SetContext(NeuronNetworkContext context)
{
this.networkCtx = context;
this.outputNeuron.NetworkContext = context;
for (var i = 0; i < this.hiddenNeuronsNo; i++)
{
this.hiddenNeurons[i].NetworkContext = context;
}
}
public static NeuronNetwork Load(Stream stream, NeuronNetworkContext context)
{
var formatter = new SoapFormatter();
var version = (int)formatter.Deserialize(stream);
if (version != Version)
{
throw new InvalidOperationException("Invalid version.");
}
var network = (NeuronNetwork)formatter.Deserialize(stream);
network.SetContext(context);
return(network);
}
public NeuronNetwork(int inputsNo, int hiddenNeuronsNo, NeuronNetworkContext context)
{
if (inputsNo <= 0)
{
throw new ArgumentOutOfRangeException("inputsNo", inputsNo, "The value should be greater than 0");
}
if (hiddenNeuronsNo <= 0)
{
throw new ArgumentOutOfRangeException("hiddenNeuronsNo", inputsNo, "The value should be greater than 0");
}
this.inputsNo = inputsNo;
this.hiddenNeuronsNo = hiddenNeuronsNo;
this.hiddenNeurons = new Neuron[hiddenNeuronsNo];
this.outputNeuron = new Neuron(hiddenNeuronsNo);
for (var i = 0; i < this.hiddenNeuronsNo; i++)
{
this.hiddenNeurons[i] = new Neuron(inputsNo);
}
this.SetContext(context);
}