HELP! Xbox 360 connection problem

So I have everything plugged into my Box my Xbox 360 wired controller lights up but won’t stay lit. But I connect to Xbox 360 works perfectly fine. Keyboard lights up mouse lights up everything just controller won’t connect any one know why thank!