/// <summary>
/// Instanciate a new synapse. You'll hardly need to call this as the preferred way to create neurons is using the neuron, layer or even network classes.
/// </summary>
/// <param name="source">The source neuron feeding this synapse.</param>
/// <param name="target">The target neuron fed by this synapse.</param>
public Synapse(ConfigNode node, Neuron source, Neuron target)
{
node.AttatchToHost(this);
_sourceNeuron = source;
_targetNeuron = target;
_weight = _config.RandomInitialWeight();
}
/// <summary>
/// Instanciate a new neuron. You'll hardly need to call this as the preferred way to create neurons is using the layer or even network classes.
/// </summary>
/// <param name="layer">The layer to refer this neuron to.</param>
/// <param name="config">The configuration instance.</param>
public Neuron(ConfigNode node, Layer layer)
{
node.AttatchToHost(this);
_cDelta = 0;
_cTrain = 0;
_cActivity = 0;
_cOutput = 0;
_cBiasNeuronWeight = _config.RandomInitialWeight();
_layer = layer;
_sourceSynapses = new List <Synapse>();
_targetSynapses = new List <Synapse>();
}