/// <summary>
/// Adds a new connection.
/// </summary>
/// <param name="connection">The connection.</param>
public void AddConnection(NeuronalNetworkConnection connection)
{
this.Connections.Add(connection);
}
/// <inheritdoc cref="IArchiveSerialization"/>
/// <summary>
/// Serializes the archive.
/// </summary>
/// <param name="archive">The archive.</param>
/// <seealso cref="IArchiveSerialization"/>
public void Serialize(Archive archive)
{
if (archive.IsStoring())
{
archive.Write(this.label);
archive.Write(this.Neurons.Count);
archive.Write(this.Weights.Count);
foreach (var neuron in this.Neurons)
{
archive.Write(neuron.Label);
archive.Write(neuron.Connections.Count);
foreach (var cit in neuron.Connections)
{
archive.Write(cit.NeuronIndex);
archive.Write(cit.WeightIndex);
}
}
foreach (var wit in this.Weights)
{
archive.Write(wit.Label);
archive.Write(wit.Value);
}
}
else
{
// Read the label
archive.Read(out string localLabel);
this.label = localLabel;
// Read numbers of neurons and weights
archive.Read(out int numberOfNeurons);
archive.Read(out int numberOfWeights);
if (numberOfNeurons == 0)
{
return;
}
// Clear neuron list and weight list.
this.Neurons.Clear();
this.Neurons = new NeuronalNetworkNeuronList(numberOfNeurons);
this.Weights.Clear();
this.Weights = new NeuronalNetworkWeightList(numberOfWeights);
int ii;
int jj;
for (ii = 0; ii < numberOfNeurons; ii++)
{
// Read the neuron's label
archive.Read(out localLabel);
// Read the neuron's connection number
archive.Read(out int numberOfConnections);
var neuron = new NeuronalNetworkNeuron(localLabel, numberOfConnections)
{
Label = localLabel
};
this.Neurons.Add(neuron);
for (jj = 0; jj < numberOfConnections; jj++)
{
var connection = new NeuronalNetworkConnection();
archive.Read(out uint neuronIndex);
archive.Read(out uint weightIndex);
connection.NeuronIndex = neuronIndex;
connection.WeightIndex = weightIndex;
neuron.AddConnection(connection);
}
}
for (jj = 0; jj < numberOfWeights; jj++)
{
archive.Read(out localLabel);
archive.Read(out double value);
var weight = new NeuronalNetworkWeight(localLabel, value);
this.Weights.Add(weight);
}
}
}
/// <summary>
/// Adds a new connection.
/// </summary>
/// <param name="neuronIndex">The neuron index.</param>
/// <param name="weightIndex">The weight index.</param>
public void AddConnection(uint neuronIndex, uint weightIndex)
{
var conn = new NeuronalNetworkConnection(neuronIndex, weightIndex);
this.Connections.Add(conn);
}
