apple tv not connecting to new wifi set up

I have Apple TV (2nd Gen). Lost my remote but have been using the remote app which works better than the apple tv remote. Changed my wifi, password and username - now cannot get my apple tv to work...any ideas. it does not respond. I am sure all ineed to do is select a new wifi connection but i cannot get to the screen to do that...helpings pleasings.