#include <NeuralNetwork/Recurrent/Network.h>

#include <iostream>
int main() {
	NeuralNetwork::Recurrent::Network a(2,1,1);
/*	a.getNeurons()[3].setWeight(a.getNeurons()[2],0.00000001565598595);
	a.getNeurons()[2].setWeight(a.getNeurons()[3],0.00000001565598595);
	a.getNeurons()[3].setWeight(a.getNeurons()[1],0.00000001565598595);
	a.getNeurons()[3].setWeight(a.getNeurons()[0],0.00000001565598595);

	a.computeOutput({0.5,0});
	
	std::cout << a;
	
	NeuralNetwork::Recurrent::Network b(a.stringify());
*/

	a.getNeurons()[3].setWeight(a.getNeurons()[0],0.05);
	a.getNeurons()[3].setWeight(a.getNeurons()[1],0.05);
	a.getNeurons()[3].setWeight(a.getNeurons()[2],0.7);
	a.getNeurons()[2].setWeight(a.getNeurons()[3],0.1);

	std::cout << a;

	for(int i=0;i<40;i++) {
		std::cout << a.computeOutput({1,0.7})[0] << "\n";
	}
	std::cout << a;

}