/// <summary>
/// Creates a new connection to specified neuron with specified weight object
/// </summary>
/// <param name="connectTo">neuron to connect to</param>
/// <param name="weight">weight for this connection</param>
public Connection(Neuron fromNeuron, Neuron toNeuron, double weightValue)
{
this.fromNeuron = fromNeuron;
this.toNeuron = toNeuron;
this.weight = new Weight(weightValue);
}
/// <summary>
/// Creates a new connection to specified neuron with specified weight object
/// </summary>
/// <param name="connectTo">neuron to connect to</param>
/// <param name="weight">weight for this connection</param>
public Connection(Neuron fromNeuron, Neuron toNeuron, Weight weight)
{
this.fromNeuron = fromNeuron;
this.toNeuron = toNeuron;
this.weight = weight;
}
/// <summary>
/// Creates a new connection between specified neurons with random weight value
/// </summary>
/// <param name="fromNeuron">neuron to connect</param>
/// <param name="toNeuron">neuron to connect to</param>
public Connection(Neuron fromNeuron, Neuron toNeuron)
{
this.fromNeuron = fromNeuron;
this.toNeuron = toNeuron;
this.weight = new Weight();
}
/// <summary>
/// Creates connection between two specified neurons
/// </summary>
/// <param name="from">output neuron</param>
/// <param name="to">input neuron</param>
/// <param name="weight">connection weight</param>
public static void CreateConnection(Neuron from, Neuron to, Weight weight)
{
Connection connection = new Connection(from, to, weight);
to.AddInputConnection(connection);
}