#ifndef _S_NN_PERCEP_H_
#define _S_NN_PERCEP_H_

#include "./FeedForward"
#include "TransferFunction/Heaviside.h"

namespace NeuralNetwork
{
	/**
	 * @author Tomas Cernik (Tom.Cernik@gmail.com)
	 * @brief Class reprezenting Perceptron - network with only 2 layer (input and output) with Heaviside transfer function
	 */
	class Perceptron:public FeedForward
	{
		public:
			/**
			 * @brief Constructor for Perceptron network
			 * @param inputSize size of input Problem
			 * @param outputSize size of output Solution
			 */
			Perceptron(const size_t &inputSize, const size_t &outputSize):FeedForward({inputSize,outputSize})
			{
				// < iterate throuht layers and set them to Heaviside Function
				for(int i=0;i<layers;i++)
				{
					delete transfer[i];
					transfer[i]= new TransferFunction::Heaviside(0.5);
				}
			};
	};

}
#endif