reffactored and recurrent implementation

include/NeuralNetwork/Network.h

@@ -0,0 +1,55 @@
+#pragma once
+
+#include <cstddef>
+#include <vector>
+
+#include "Neuron.h"
+
+#include "Stringifiable.h"
+
+#include <ostream>
+#include <sstream>
+
+namespace NeuralNetwork
+{
+
+	/**
+	* @author Tomas Cernik (Tom.Cernik@gmail.com)
+	* @brief Abstract model of simple Network
+	*/
+	class Network : public Stringifiable
+	{
+		public:
+			/**
+			 * @brief Constructor for Network
+			 */
+			inline Network() {};
+
+			/**
+			 * @brief Virtual destructor for Network
+			 */
+			virtual ~Network() {};
+
+			/**
+			 * @brief  This is a virtual function for all networks
+			 * @param input is input of network
+			 * @returns output of network
+			 */
+			virtual std::vector<float> computeOutput(const std::vector<float>& input)=0;
+
+			/**
+			 * @param t is number of threads, if set to 0 or 1 then threading is disabled
+			 * @brief Enables or disables Threaded computing of ANN
+			 */
+
+			inline virtual void setThreads(const unsigned& t) final {threads=t;}
+
+			using Stringifiable::stringify;
+
+		protected:
+			/**
+			 * @brief Number of threads used by network
+			 */
+			unsigned threads=1;
+	};
+}