public void Process(IBitInput input, IBitOutput output)
{
if (input.Length != InputCount)
{
throw new Exception("Invalid input bit count");
}
if (output.Length != OutputCount)
{
throw new Exception("Invalid output bit count");
}
int outputCount = OutputCount;
for (int bitPos = 0; bitPos < outputCount; bitPos++)
{
INeuron neuron = neurons[bitPos];
output[bitPos] = neuron.Process(input);
}
//Parallel.For(0, outputCount, bitPos =>
//{
// INeuron neuron = neurons[bitPos];
// output[bitPos] = neuron.Process(input);
//});
}
public void Process(IBitInput input, IBitOutput output)
{
if (input.Length != InputCount)
{
throw new Exception("Invalid input bit count");
}
if (output.Length != OutputCount)
{
throw new Exception("Invalid output bit count");
}
// Add memory bits to input
if (Memory != null)
{
var inputWithMemory = new BitStorage(input.Length + Memory.Length);
for (int i = 0; i < input.Length; i++)
{
inputWithMemory[i] = input[i];
}
for (int i = 0; i < Memory.Length; i++)
{
inputWithMemory[i + input.Length] = Memory[i];
}
input = inputWithMemory;
}
BitStorage result = null;
if (compiled != null)
{
result = new BitStorage(OutputCount + (Memory != null ? Memory.Length : 0));
compiled.Invoke(null, new object[] { input, result });
}
else
{
foreach (ILevel level in Levels)
{
result = new BitStorage(level.OutputCount);
level.Process(input, result);
input = result;
}
}
if (result.Length == OutputCount)
{
output.Load(result);
}
else
{
output.Load(result.Copy(0, OutputCount));
// Update memory
for (int i = 0; i < Memory.Length; i++)
{
Memory[i] = result[OutputCount + i];
}
}
}
public void Process(IBitInput input, IBitOutput output)
{
output[0] = Process(input);
}
