diff --git a/src/boost_test_lib_dummy.cpp b/src/boost_test_lib_dummy.cpp
index 75d736f1d781326d1d87d30f3585ed4bee7f1945..7ec134c5698b7363e63238c2beaa34fffca683ee 100644
--- a/src/boost_test_lib_dummy.cpp
+++ b/src/boost_test_lib_dummy.cpp
@@ -2,6 +2,6 @@
// Created by David on 11.07.2018.
//
-#define BOOST_TEST_MODULE unit_test
+#define BOOST_TEST_MODULE unit test
#include <boost/test/included/unit_test.hpp>
//#include<unit_test.hpp>
diff --git a/src/tests/CMakeLists.txt b/src/tests/CMakeLists.txt
index 36e12650624203c530b42b5e1b713810fa12e756..4be2e40967dcda846684e7eb153656f363e69e64 100644
--- a/src/tests/CMakeLists.txt
+++ b/src/tests/CMakeLists.txt
@@ -2,9 +2,6 @@
# UNIT TESTS #
##############
-add_executable(neuron_test neuron_test.cpp)
-target_link_libraries(neuron_test 4neuro)
-
add_executable(linear_neuron_test NeuronLinear_test.cpp)
target_link_libraries(linear_neuron_test 4neuro)
diff --git a/src/tests/Graph_Elemetary_Functions_Function_Cosine_test.cpp b/src/tests/Graph_Elemetary_Functions_Function_Cosine_test.cpp
deleted file mode 100644
index 32f70c8211dc3df5156cd0025bc165313eada768..0000000000000000000000000000000000000000
--- a/src/tests/Graph_Elemetary_Functions_Function_Cosine_test.cpp
+++ /dev/null
@@ -1,25 +0,0 @@
-/**
- * DESCRIPTION OF THE CLASS
- *
- * @author David Vojtek
- * @date 2018
- */
-
-#define BOOST_TEST_NO_MAIN
-
-#include <boost/test/unit_test.hpp>
-#include "../Graph/ElementaryFunctions/FunctionCosine.h"
-
-/**
- * Boost testing suite for testing FunctionCosine.h
- * doesn't test inherited methods
- */
-BOOST_AUTO_TEST_SUITE(FunctionCosine_test)
-
- BOOST_AUTO_TEST_CASE(FunctionCosine_Construction_Test)
- {
- FunctionCosine functionCosine(1, 2);
- // BOOST_CHECK_NO_THROW();
- }
-
-BOOST_AUTO_TEST_SUITE_END()
\ No newline at end of file
diff --git a/src/tests/neuron_test.cpp b/src/tests/neuron_test.cpp
deleted file mode 100644
index 90b360ca05a1f220cbe438405bdeccb3bc3e8625..0000000000000000000000000000000000000000
--- a/src/tests/neuron_test.cpp
+++ /dev/null
@@ -1,114 +0,0 @@
-///**
-// * DESCRIPTION OF THE CLASS
-// *
-// * @author David Vojtek
-// * @date 2018
-// */
-//
-//#define BOOST_TEST_NO_MAIN
-//
-//#include <boost/test/unit_test.hpp>
-//#include "../Neuron/Neuron.h"
-//#include "../Neuron/NeuronLinear.h"
-//
-///**
-// * Boost testing suite for testing Neuron.h
-// * testing use NeuralLinear.h
-// */
-//BOOST_AUTO_TEST_SUITE(neuron_test)
-//
-// /**
-// * Test of saturation methods
-// */
-// BOOST_AUTO_TEST_CASE(neuron_saturation_test) {
-// NeuronLinear neuron(0, 0);
-//
-// //Test of correct sataration status with empty neuron
-// BOOST_CHECK_EQUAL(neuron.is_saturated_in(), true);
-// BOOST_CHECK_EQUAL(neuron.is_saturated_out(), true);
-// neuron.set_saturation_in(123);
-// neuron.set_saturation_out(123);
-// //Test of Correct saturation status with added saturation
-// BOOST_CHECK_EQUAL(neuron.is_saturated_in(), false);
-// BOOST_CHECK_EQUAL(neuron.is_saturated_out(), false);
-// neuron.adjust_saturation_in(-123);
-// neuron.adjust_saturation_out(-123);
-// //Test of Correct saturation status with remove saturation
-// BOOST_CHECK_EQUAL(neuron.is_saturated_in(), true);
-// BOOST_CHECK_EQUAL(neuron.is_saturated_out(), true);
-// }
-//
-// /**
-// * Test of potencial methods
-// */
-// BOOST_AUTO_TEST_CASE(neuron_potential_test) {
-// NeuronLinear neuron(0, 0);
-//
-// //Test of correct potencial of empty neuron
-// BOOST_CHECK_EQUAL(neuron.get_potential(), 0);
-// BOOST_CHECK_EQUAL(neuron.get_potential(), (size_t) 0);
-//
-// neuron.set_potential(1.123456789);
-// //Test of correct potencial after set_potencial method was call
-// BOOST_CHECK_EQUAL(neuron.get_potential(), 1.123456789);
-// neuron.adjust_potential(-0.123456789);
-//
-// //Test of correct potencial after adjust_potencial method was call
-// BOOST_CHECK_EQUAL(neuron.get_potential(), 1);
-// BOOST_CHECK_EQUAL(neuron.get_potential(), 1.0);
-// BOOST_CHECK_EQUAL(neuron.get_potential(), (size_t) 1);
-// }
-//
-// /**
-// * Test of state methods
-// */
-// BOOST_AUTO_TEST_CASE(neuron_state_test) {
-// NeuronLinear neuron(0, 0);
-//
-// neuron.set_state(0.00000);
-// //Test of correct get_state method output aftew set_state method was call
-// BOOST_CHECK_EQUAL(neuron.get_state(), 0);
-// BOOST_CHECK_EQUAL(neuron.get_state(), (size_t) 0);
-// neuron.set_state(1.123456789);
-// BOOST_CHECK_EQUAL(neuron.get_state(), 1.123456789);
-// }
-//
-// /**
-// * Test of activation function methods
-// */
-// BOOST_AUTO_TEST_CASE(neuron_activation_function_test) {
-// NeuronLinear neuron(0, 0);
-//
-// //Test of correct number of parameters
-// BOOST_CHECK_EQUAL(neuron.activation_function_get_n_parameters(), 2);
-// //Test of raising out_of_range exception when call activation_function_get_parameter method with not valit parameters
-// // Feature not implemented yet
-// //BOOST_CHECK_THROW(neuron.activation_function_get_parameter(5), std::out_of_range);
-// neuron.activation_function_set_parameter(0, 41.154);
-// //Test of correct activation_function_get_paramert method output
-// BOOST_CHECK_EQUAL(neuron.activation_function_get_parameter(0), 41.154);
-// //Test of correct number of parameters
-// BOOST_CHECK_EQUAL(neuron.activation_function_get_n_parameters(), 2);
-// }
-//
-// /**
-// * Test of connection methods
-// */
-// BOOST_AUTO_TEST_CASE(neuron_connection_test) {
-// Neuron *neuron1 = new NeuronLinear(1, 1);
-// Neuron *neuron2 = new NeuronLinear(2, 2);
-// Connection con(neuron1, neuron2, new ConnectionWeight());
-// neuron1->add_connection_out(&con);
-// neuron2->add_connection_in(&con);
-//
-// //Test of correct number of in and out connections
-// BOOST_CHECK_EQUAL(1, neuron1->get_connections_out()->size());
-// BOOST_CHECK_EQUAL(1, neuron2->get_connections_in()->size());
-// //Test of correct connector in valid indexs
-// BOOST_CHECK_EQUAL(&con, neuron1->get_connections_out()->at(0));
-// BOOST_CHECK_EQUAL(&con, neuron2->get_connections_in()->at(0));
-// //Test of raising out_of_range exception when call get_connections_in or out with not valid parameters
-// }
-//
-//BOOST_AUTO_TEST_SUITE_END()
-//