/// <summary>
/// Loads the sum of activation * weight for all incoming connections and stimulates the unit activation
/// </summary>
public void LoadNetInput()
{
var netInput = UnitActivation.UnitType == UnitType.NormalUnit
? IncomingConnections.Sum(i => i.Properties.Weight * i.InputUnit.ActivationValue)
: UnitActivation.NetInput;
UnitActivation.Stimulate(netInput);
}
public Neuron()
{
// The first incoming connection is always the bias/threshold
var bias = new Connection
{
IsBias = true,
Receiver = this
};
IncomingConnections.Add(bias);
}