Esempio n. 1
0
        /// <summary>
        /// Declares that the network is now complete and that connections should be created.
        /// </summary>
        public void Connect()
        {
            if (IsConnected)
            {
                throw new InvalidOperationException("The Network has already been connected");
            }

            if (_hiddenLayers.Any())
            {
                // Connect input to the first hidden layer
                Inputs.ConnectTo(_hiddenLayers.First());

                // Connect hidden layers to each other
                if (_hiddenLayers.Count > 1)
                {
                    for (int i = 0; i < _hiddenLayers.Count - 1; i++)
                    {
                        _hiddenLayers[i].ConnectTo(_hiddenLayers[i + 1]);
                    }
                }

                // Connect the last hidden layer to the output layer
                _hiddenLayers.Last().ConnectTo(Outputs);
            }
            else
            {
                // No hidden layers, connect the input layer to the output layer
                Inputs.ConnectTo(Outputs);
            }

            IsConnected = true;
        }