public void AddInputPerceptron(string id, out Perceptron perceptron)
{
if (InputPerceptrons == null)
{
InputPerceptrons = new List <Perceptron>();
}
perceptron = InputPerceptrons.SingleOrDefault(p => p.Id == id);
if (perceptron == null)
{
Perceptron inputPerceptron = perceptron = new Perceptron()
{
Id = id
};
InputPerceptrons.Add(inputPerceptron);
OutputPerceptrons?.ForEach(p => p.Synaptics.Add(new Synaptic(inputPerceptron)));
}
}
public void AddOutputPerceptron(string id, out Perceptron perceptron)
{
if (OutputPerceptrons == null)
{
OutputPerceptrons = new List <Perceptron>();
}
perceptron = OutputPerceptrons.SingleOrDefault(p => p.Id == id);
if (perceptron == null)
{
Perceptron outputPerceptron = perceptron = new Perceptron()
{
Id = id, Synaptics = new List <Synaptic>()
};
OutputPerceptrons.Add(outputPerceptron);
InputPerceptrons?.ForEach(p => outputPerceptron.Synaptics.Add(new Synaptic(p)));
}
}
internal Synaptic(Perceptron perceptron)
{
Perceptron = perceptron;
PerceptronId = perceptron.Id;
Weight = (float)rnd.NextDouble();
}