static void AddNeuronResult(DigitalNeuron neuron, StringBuilder code, string input)
{
int start = code.Length;
int count = 0;
code.Append(neuron.InitValue ? "true" : "false");
int inputCount = neuron.InputCount;
var logicOperations = neuron.LogicOperations;
for (int i = 0; i < inputCount; i++)
{
switch (logicOperations[i])
{
case LogicOperation.None:
continue;
case LogicOperation.Or:
code.Append(" | " + input + "[" + i + "])");
count++;
break;
case LogicOperation.And:
code.Append(" & " + input + "[" + i + "])");
count++;
break;
case LogicOperation.Xor:
code.Append(" ^ " + input + "[" + i + "])");
count++;
break;
}
}
if (neuron.Negative)
{
code.Append(" ^ true");
}
else
{
code.Append(" ^ false");
}
for (int i = 0; i < count; i++)
{
code.Insert(start, '(');
}
}
public void Load(int inputCount, int outputCount, IBitInput logic)
{
InputCount = inputCount;
OutputCount = outputCount;
neurons = new List <INeuron>(outputCount);
int neuronLogicLength = logic.Length / outputCount;
for (int i = 0; i < outputCount; i++)
{
DigitalNeuron neuron = new DigitalNeuron();
IBitInput neuronLogic = logic.Copy(i * neuronLogicLength, neuronLogicLength);
neuron.Load(inputCount, neuronLogic);
neurons.Add(neuron);
}
}
public static MethodInfo CompileProcessor(IBrain brain)
{
var code = new StringBuilder(Start);
string input = "input";
string output;
for (int i = 0; i < brain.Levels.Count; i++)
{
var level = brain.Levels[i];
// if last layer
if (i == brain.Levels.Count - 1)
{
output = "output";
}
else
{
output = "n" + i;
code.AppendLine("bool[] " + output + " = new bool[" + level.OutputCount + "];");
}
for (int bitPos = 0; bitPos < level.OutputCount; bitPos++)
{
DigitalNeuron neuron = level.Neurons[bitPos] as DigitalNeuron;
code.Append(output + "[" + bitPos + "] = ");
AddNeuronResult(neuron, code, input);
code.AppendLine(";");
}
input = output;
}
code.Append(End);
return(CompileProcessor(code));
}