Exemple #1
0
        public void pushInputs(float[] farray)
        {
            ListIterator <InNetworkNode> iter = new ListIterator <InNetworkNode>(this.inlayer);
            int i = 0;

            while (iter.hasNext())
            {
                InNetworkNode bob = iter.next().Value;
                bob.setOutput(farray[i]);
                i++;
            }
        }
Exemple #2
0
        public Network()
        {
            Random R = new Random();

            inlayer  = new LinkedList <InNetworkNode>();
            outlayer = new LinkedList <NetworkNode>();
            hlayer1  = new LinkedList <NetworkNode>();
            hlayer2  = new LinkedList <NetworkNode>();
            for (int i = 0; i < 14; i++)
            {
                InNetworkNode bob = new InNetworkNode();
                inlayer.AddLast(bob);
            }
            for (int i = 0; i < 28; i++)
            {
                NetworkNode bob = new NetworkNode();
                hlayer1.AddLast(bob);
                ListIterator <InNetworkNode> iter = new ListIterator <InNetworkNode>(inlayer);
                int n    = 0;
                int m    = 0;
                int col  = 0;
                int type = 0;
                switch (i)
                {
                case 0: { n = 0; m = 2; type = ROW; } break;

                case 1: { n = 3; m = 5; type = ROW; } break;

                case 2: { n = 6; m = 8; type = ROW; } break;

                case 3: { n = 9; m = 11; type = ROW; } break;

                case 4: { n = 12; m = 14; type = ROW; } break;

                case 5: { col = 0; type = COL; } break;

                case 6: { col = 1; type = COL; } break;

                case 7: { col = 2; type = COL; } break;
                }

                /*
                 * if (type == ROW)
                 * {
                 * for (int j = n; j <= m; j++)
                 * {
                 *     bob.addNode(inlayer.ElementAt(j), (float)R.NextDouble() * 2 - 1);
                 * }
                 * }
                 * else
                 * {
                 * switch (col)
                 * {
                 *     case 0: {
                 *         bob.addNode(inlayer.ElementAt(0), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(3), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(6), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(9), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(12), (float)R.NextDouble() * 2 - 1);
                 *     } break;
                 *     case 1: {
                 *         bob.addNode(inlayer.ElementAt(1), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(4), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(7), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(10), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(13), (float)R.NextDouble() * 2 - 1);
                 *     } break;
                 *     case 2: {
                 *         bob.addNode(inlayer.ElementAt(2), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(5), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(8), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(11), (float)R.NextDouble() * 2 - 1);
                 *         bob.addNode(inlayer.ElementAt(14), (float)R.NextDouble() * 2 - 1);
                 *     } break;
                 * }
                 * }
                 */

                for (int j = 0; j < 15; j++)
                {
                    bob.addNode(iter.next().Value, (float)R.NextDouble());
                }
            }

            for (int i = 0; i < 14; i++)
            {
                NetworkNode bob = new NetworkNode();
                hlayer2.AddLast(bob);
                ListIterator <NetworkNode> iter2 = new ListIterator <NetworkNode>(hlayer1);
                for (int j = 0; j < 8; j++)
                {
                    bob.addNode(iter2.next().Value, (float)R.NextDouble() * 2 - 1);
                }
            }

            for (int i = 0; i < 4; i++)
            {
                NetworkNode bob = new NetworkNode();
                outlayer.AddLast(bob);
                ListIterator <NetworkNode> iter = new ListIterator <NetworkNode>(hlayer2);
                for (int j = 0; j < 8; j++)
                {
                    bob.addNode(iter.next().Value, (float)R.NextDouble() * 2 - 1);
                }
            }
        }