refactoring recurent

include/NeuralNetwork/Neuron.h

@@ -1,6 +1,7 @@
 #pragma once
 
 #include <string>
+#include <vector>
 
 namespace NeuralNetwork
 {
@@ -66,6 +67,65 @@ namespace NeuralNetwork
 			 * @brief Function returns bias for neuron
 			 */
 			virtual float getBias() const=0;
+
+			virtual float operator()(const std::vector<float>& inputs) =0;
+
+			/**
+			 * @brief Function returns clone of object
+			 */
+			virtual Neuron* clone() const = 0;
 		protected:
 	};
+
+	class BiasNeuron: public Neuron {
+		public:
+			virtual float getBias() const override { return 0; };
+
+			virtual float getWeight(const Neuron&)  const override { return 0; }
+
+			virtual void setBias(const float&) override{ }
+
+			virtual float output() const override { return 1.0; };
+
+			virtual void setWeight(const Neuron&, const float&) override { }
+
+			virtual std::string stringify(const std::string& prefix = "") const override { return prefix+"{ \"class\" : \"NeuralNetwork::BiasNeuron\" }"; }
+
+			virtual float value() const override { return 1.0; }
+
+			virtual long unsigned int id() const override { return 0; }
+
+			virtual float operator()(const std::vector< float >&) override { return 1.0; }
+
+			virtual Neuron* clone() const { return new BiasNeuron(); }
+	};
+
+	class InputNeuron: public Neuron {
+		public:
+			InputNeuron(long unsigned int _id): id_(_id) {
+				
+			}
+
+			virtual float getBias() const override { return 0; };
+
+			virtual float getWeight(const Neuron&)  const override { return 0; }
+
+			virtual void setBias(const float&) override{ }
+
+			virtual float output() const override { return 1.0; };
+
+			virtual void setWeight(const Neuron&, const float&) override { }
+
+			virtual std::string stringify(const std::string& prefix = "") const override { return prefix+"{ \"class\" : \"NeuralNetwork::InputNeuron\", \"id\": "+std::to_string(id_)+" }"; }
+
+			virtual float value() const override { return 1.0; }
+
+			virtual long unsigned int id() const override { return id_; }
+
+			virtual float operator()(const std::vector< float >&) override { return 1.0; }
+
+			virtual Neuron* clone() const { return new InputNeuron(id_); }
+		protected:
+			long unsigned int id_;
+	};
 }