public void CloneConnections(PulseBrain brain, PulseNeuron cloneme)
{
foreach (Connection c in cloneme.connections)
{
connections.Add(new Connection(brain.getNeuron(c.target.Neuron_Id), c.amt));
}
}
public PulseNeuron(PulseBrain brain, PulseNeuron cloneme)
{
ActivationEnergy = cloneme.ActivationEnergy;
EnergyDecay = cloneme.EnergyDecay;
connections = new List <Connection>(cloneme.connections.Count);
Neuron_Id = cloneme.Neuron_Id;
}
public void Mutate(double aeAdjust, double elAdjust, double cAdjust, int mCV)
{
PulseNeuron target = getNeuron(GlobalRandom.random.Next(M_NeuronID));
target.ActivationEnergy += GlobalRandom.NextBetween(-aeAdjust, aeAdjust);
if (target.ActivationEnergy < 0)
{
target.ActivationEnergy = 0;
}
target.EnergyDecay += GlobalRandom.NextBetween(-elAdjust, elAdjust);
if (target.EnergyDecay < 0)
{
target.EnergyDecay = 0;
}
if (target.connections.Count > 0)
{
Connection adjc = target.connections[GlobalRandom.random.Next(target.connections.Count)];
adjc.amt += GlobalRandom.NextBetween(-cAdjust, cAdjust);
adjc.amt = MathHelper.Clamp((float)adjc.amt, -mCV, mCV);
}
}
public void AddConnection(PulseNeuron neuron, double amt)
{
connections.Add(new Connection(neuron, amt));
}
public Connection(PulseNeuron n, double v)
{
target = n;
amt = v;
}