public override int Recognize(string filename)
{
List <double> x = AlgsWithFiles.binarImage(filename, baseColor);
for (int i = 0; i < K; ++i)
{
double s = 0;
for (int j = 0; j < M; ++j)
{
s += weightMatrix[i, j] * x[j];
}
s += M / 2.0;
// здесь s - состояние нейрона первого слоя
outputs[i] = s;
}
Array.Copy(outputs, tmpoutputs, outputs.Length);
double hammingDist;
int indx = -1;
while (true)
{
outputs = Matrix.MultiplyOnVector(feedbackSynapse, tmpoutputs);
hammingDist = 0;
for (int i = 0; i < K; ++i)
{
outputs[i] = TresholdFun(outputs[i]);
hammingDist += Math.Abs(outputs[i] - tmpoutputs[i]);
}
if (hammingDist <= emax)
{
double max = outputs[0];
indx = 0;
for (int i = 1; i < K; ++i)
{
if (outputs[i] > max)
{
max = outputs[i];
indx = i;
}
}
break;
}
Array.Copy(outputs, tmpoutputs, outputs.Length);
}
return(indx);
}
