Accord.Neuro.Networks.DeepBeliefNetwork.DeepBeliefNetwork C# (CSharp) Method

        public DeepBeliefNetwork(IStochasticFunction function, int inputsCount, params int[] hiddenNeurons)
            : base(function, inputsCount, hiddenNeurons)
        {
            machines = new List<RestrictedBoltzmannMachine>();

            // Create first layer
            machines.Add(new RestrictedBoltzmannMachine(
                hidden: new StochasticLayer(function, hiddenNeurons[0], inputsCount),
                visible: new StochasticLayer(function, inputsCount, hiddenNeurons[0]))
            );

            // Create other layers
            for (int i = 1; i < hiddenNeurons.Length; i++)
            {
                machines.Add(new RestrictedBoltzmannMachine(
                    hidden: new StochasticLayer(function, hiddenNeurons[i], hiddenNeurons[i - 1]),
                    visible: new StochasticLayer(function, hiddenNeurons[i - 1], hiddenNeurons[i])));
            }

            // Override AForge layers
            layers = new Layer[machines.Count];
            for (int i = 0; i < layers.Length; i++)
                layers[i] = machines[i].Hidden;
        }