Accord.Neuro.DistanceNetwork.GetWinner C# (CSharp) Method

        public int GetWinner()
        {
            // find the MIN value
            double min = output[0];
            int minIndex = 0;

            for (int i = 1; i < output.Length; i++)
            {
                if (output[i] < min)
                {
                    // found new MIN value
                    min = output[i];
                    minIndex = i;
                }
            }

            return minIndex;
        }
    }

        // Update map
        private void UpdateMap(DistanceNetwork network)
        {
            // get first layer
            Layer layer = network.Layers[0];

            // lock
            Monitor.Enter(this);

            // run through all neurons
            for (int i = 0; i < layer.Neurons.Length; i++)
            {
                Neuron neuron = layer.Neurons[i];

                int x = i % networkSize;
                int y = i / networkSize;

                map[y, x, 0] = (int)neuron.Weights[0];
                map[y, x, 1] = (int)neuron.Weights[1];
                map[y, x, 2] = 0;
            }

            // collect active neurons
            for (int i = 0; i < pointsCount; i++)
            {
                network.Compute(trainingSet[i]);
                int w = network.GetWinner();

                map[w / networkSize, w % networkSize, 2] = 1;
            }

            // unlock
            Monitor.Exit(this);

            //
            mapPanel.Invalidate();
        }