You can bring up the video options by pressing the TAB key. Otherwise you can try MAME+GUI with SDLMAME where you can set the core video options in preferences before you play the game. Mind you, Ninja Warriors uses 3 monitors!

http://www.bannister.org/forums/ubbthreads.php?ubb=showflat&Number=55181#Post55181



=will=