Пример #1
0
        public void CreateSynapsisNetwork(InputLayer il)
        {
            int k = 0;

            for (int i = 0; i < Neurons.Length; i++)
            {
                for (int j = 0; j < il.Neurons.Length; j++)
                {
                    Synapse temp = new Synapse(WeightRecords[k], il.Neurons[j], Neurons[i]);
                    il.Neurons[j].AddSynapsis(temp);
                    Neurons[i].AddSynapsis(temp, false);
                    k++;
                }
            }
        }
Пример #2
0
        public void Init_CreateSynapsisNetwork(InputLayer il)
        {
            Random rn = new Random();

            for (int i = 0; i < Neurons.Length; i++)
            {
                for (int j = 0; j < il.Neurons.Length; j++)
                {
                    float   weightTemp = ((float)rn.Next(-10, 10)) / 10.0f;
                    Synapse temp       = new Synapse(weightTemp, il.Neurons[j], Neurons[i]);
                    il.Neurons[j].AddSynapsis(temp);
                    Neurons[i].AddSynapsis(temp, false);
                    WeightRecords.Add(weightTemp);
                }
            }
            DataStream.Instance.WriteWBOnFile(WeightRecords, SynapsesFile);
        }
Пример #3
0
        public Network(List <int> layers, bool init)
        {
            ILayer  = new InputLayer(layers[0]);
            OLayer  = new OutputLayer(layers[layers.Count - 1], "Weights/s_outputL.json", "Biases/b_outputL.json", init);
            HLayers = new List <HiddenLayer>();
            for (int i = 1; i < layers.Count - 1; i++)
            {
                HLayers.Add(new HiddenLayer(layers[i], "Weights/s_layer" + i + ".json", "Biases/b_layer" + i + ".json", init));
            }

            NumberOfLayers = HLayers.Count + 2;
            Costs          = new List <float>();

            OLayer.OutputAsDigits();

            if (init)
            {
                Init_CreateSynapseNetworks();
            }
            else
            {
                CreateSynapseNetworks();
            }
        }