Could you propel a spaceship at high speeds using atomic charges?

Like you launch a small nucluear charge out of the stern of the ship and it detonates, and the enormous force propels the ship forward even faster? Then you had thrusters to keep it on course, but the bombs would provide the motive power! Would it work? Would it be faster than conventional rockets? If I built one of these ships, would YOU ride in it?