| public IsConnected ( int layer, int fromNeuron, int toNeuron ) : bool | ||
| layer | int | The layer to check. |
| fromNeuron | int | The source neuron. |
| toNeuron | int | THe target neuron. |
| return | bool | |
/// <summary>
/// Randomize a synapse, only randomize those connections that are actually connected.
/// </summary>
/// <param name="network">The network the synapse belongs to.</param>
/// <param name="synapse">The synapse to randomize.</param>
public override void Randomize(BasicNetwork network, ISynapse synapse)
{
if (synapse.WeightMatrix != null)
{
bool limited = network.Structure.IsConnectionLimited;
double[][] d = synapse.WeightMatrix.Data;
for (int fromNeuron = 0; fromNeuron < synapse.WeightMatrix.Rows; fromNeuron++)
{
for (int toNeuron = 0; toNeuron < synapse.WeightMatrix.Cols; toNeuron++)
{
if (!limited || network.IsConnected(synapse, fromNeuron, toNeuron))
d[fromNeuron][toNeuron] = CalculateValue(synapse.WeightMatrix.Rows);
}
}
}
}