diff --git a/src/connection_test.f08 b/src/connection_test.f08
index 3fc77cd80958480e2e2230f163f0dc02d1a8da48..16883f5fa8bb655c4fc2f85f717edcec2da31325 100644
--- a/src/connection_test.f08
+++ b/src/connection_test.f08
@@ -1,4 +1,4 @@
-program a
+program connection_test
     use connection_m
     use neuron_dummy_m
 
@@ -11,23 +11,76 @@ program a
 
     type(interval_connection_t), pointer :: con 
 
-    n1 = neuron_t(21)
-    n2 = neuron_t(13)
+    print *, '+---------------------------------------------+'
+    print *, '| STARTING TESTING OF THE MODULE CONNECTION_M |'
+    print *, '+---------------------------------------------+'
 
+    print *, 'Creating instances of the class neuron_t...'
+    n1 = neuron_t(21.3)
+    n2 = neuron_t(13.7)
+    print *, 'neuron_t instances were created successfully.'
+
+    print *, 'Assigning instances to pointer...'
     n1_p => n1
     n2_p => n2
+    print *, 'Assignment was successful.'
+
+    print *, 'Creating an instance of the class interval_connection_t...'
+    con => interval_connection_t(n1_p, n2_p, 5.25)
+    print *, 'The instance of the class interval_connection_t was created successfully.'
 
-    con => interval_connection_t(n1_p, n2_p, 5.0)
+    print *, 'Testing get_weight() method...'
+    if(con%get_weight() == 5.25) then
+        print *, 'Test of get_weight() was successfull.'
+    else
+        print *, 'ERROR testing method get_weight()!'
+        stop -1
+    end if
 
-    print *, 'weight: ', con%get_weight()
+    print *, 'Testing adjust_weight() method...'
+    call con%adjust_weight(1.0)
+    if(con%get_weight() == 6.25) then
+        print *, 'Test of adjust_weight() was successful.'
+    else
+        print *, 'ERROR testing method adjust_weight()!'
+        stop -1
+    end if
 
+    print *, 'Assigning input neuron to a pointer using get_input_neuron()...'
     dummy_p => con%get_input_neuron()
-    print *, dummy_p%get_state()
+    print *, 'Assignment was successful.'
+
+    print *, 'Testing method get_state() on the input neuron...'
+    if(dummy_p%get_state() == 21.3) then
+        print *, 'Test was successful.'
+    else
+        print *, 'ERROR using method get_state() on the input neuron!'
+        stop -1
+    end if
+
+    print *, 'Assigning output neuron to a pointer using get_output_neuron()...'
     dummy_p => con%get_output_neuron()
-    print *, dummy_p%get_state()
+    print *, 'Assignment was successful.'
 
-    call con%pass_signal()
+    print *, 'Testing method get_state() on the output neuron...'
+    if(dummy_p%get_state() == 13.7) then
+        print *, 'Test was successful.'
+    else
+        print *, 'ERROR using method get_state() on the output neuron!'
+        stop -1
+    end if
 
-    print *, dummy_p%get_state()
+    print *, 'Assigning the value input*weight to the output neuron using method pass_signal()...'
+    call con%pass_signal()
+    print *, 'Retrieving state of the output neuron and testing the value...'
+    if(dummy_p%get_state() == 133.125) then
+        print *, 'Test was successful.'
+    else
+        print *, 'ERROR using method pass_signal()!'
+        stop -1
+    end if
 
-end program a
+    print *, '+-------------------------------------------------------------+'
+    print *, '| ALL TESTS OF THE MODULE CONNECTION_M WERE RUN SUCCESSFULLY. |'
+    print *, '+-------------------------------------------------------------+'
+end program connection_test