SampleApp.MainForm.UpdateMap C# (CSharp) Method

        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();
        }
    }