Thank You both for your answers.
dmdilks , i tried to kick it, after it I get the screen attached. Unfortunately, It was not helpful, I get the same problem ( a part of blue screen, and another part of BIOS that is non responsive )
Tiger, I use both the wireless mouse and keyboard and PS/2 mouse and keyboard. They were both functional, but I also tried to remove wireless set and use only PS/2 set and get the same problem. My ViewSonic 24" display worked with no problem so far, I doubt it causes this problem. If I let Windows 8.1 loaded, everything works perfectly.