public ALayer(int neuronCount, int m, double speed) : base(neuronCount, m, speed)
{
neurons = new ANeuron[neuronCount];
for (var j = 0; j < neuronCount; j++)
{
neurons[j] = new ANeuron(m);
}
}
private string GetNeuronDendritsAsString(ANeuron hNeuron)
{
return
(string.Format(
"{0,7:0.0000} {1,7:0.0000} {2,7:0.0000} {3,7:0.0000} {4,7:0.0000} {5,7:0.0000} {6,7:0.0000} {7,7:0.0000} {8,7:0.0000} {9,7:0.0000} {10,7:0.0000} {11,7:0.0000}",
hNeuron.dendrits[0], hNeuron.dendrits[1], hNeuron.dendrits[2], hNeuron.dendrits[3],
hNeuron.dendrits[4], hNeuron.dendrits[5], hNeuron.dendrits[6], hNeuron.dendrits[7],
hNeuron.dendrits[8], hNeuron.dendrits[9], hNeuron.dendrits[10], hNeuron.dendrits[11]));
}
public bool ExistsConnection(ANeuron startNeuron, ANeuron endNeuron)
{
foreach (var connection in _connections)
{
if (connection.GetStartNeuron().Equals(startNeuron) && connection.GetEndNeuron().Equals(endNeuron))
{
return(true);
}
}
return(false);
}
public List <ANeuron> GetConnectedNeurons(ANeuron neuron)
{
var result = new List <ANeuron>();
foreach (var connection in _connections)
{
if (connection.GetStartNeuron().Equals(neuron))
{
result.Add(connection.GetEndNeuron());
}
}
return(result);
}
private ANeuron ExtractEndNeuron(ANeuron startNeuron)
{
var endNeuronPosition = rnd.Next(map.GetNeurons().Count);
ANeuron extractedEndNeuron = null;
while (true)
{
extractedEndNeuron = map.GetNeurons().ToArray()[endNeuronPosition];
endNeuronPosition = rnd.Next(map.GetNeurons().Count);
if (!extractedEndNeuron.Equals(startNeuron) && !map.ExistsConnection(startNeuron, extractedEndNeuron))
{
return(extractedEndNeuron);
}
}
}
private List <ANeuron> PropagationPhase(ANeuron neuron)
{
var result = new List <ANeuron>();
var connectedNeurons = NeuroMap.GetConnectedNeurons(neuron);
if (neuron.IsBufferEnergyEnoughForPropagation(connectedNeurons.Count))
{
foreach (var connectedNeuron in connectedNeurons)
{
connectedNeuron.SendSignal(new SimpleSignal(1));
result.Add(connectedNeuron);
}
}
return(result);
}
private void ElaborationPhase(ANeuron neuron)
{
neuron.ConsumeSignals();
neuron.ConsumeEnergy();
}
public void AddNeuron(ANeuron neuron)
{
_neurons.Add(neuron);
}
public Connection(ANeuron startNeuron, ANeuron endNeuron)
{
StartNeuron = startNeuron;
EndNeuron = endNeuron;
}
