#pragma once

#include <SimpleJSON/SerializableObject.h>
#include <SimpleJSON/Factory.h>

#include <math.h>
#include <vector>

#include <string>

#define NEURAL_NETWORK_REGISTER_BASIS_FUNCTION(name,function) SIMPLEJSON_REGISTER(NeuralNetwork::BasisFunction::Factory,name,function)
#define NEURAL_NETWORK_REGISTER_BASIS_FUNCTION_FINISH(name,function) SIMPLEJSON_REGISTER_FINISH(NeuralNetwork::BasisFunction::Factory,name,function)

namespace NeuralNetwork {
namespace BasisFunction {
	class BasisFunction : public SimpleJSON::SerializableObject {
		public:
			virtual ~BasisFunction() {}
			virtual float operator()(const std::vector<float>& weights, const std::vector<float>& input) const =0;

			/**
			 * @brief Function returns clone of object
			 */
			virtual std::unique_ptr<BasisFunction> clone() const = 0;
	};

	typedef SimpleJSON::Factory<BasisFunction> Factory;
}
}