Co-op or vs. mode controller compatibility.

Me and my brother have been very excited to play this game but there is a question about the two-player mode we have both been thinking about. We only have one controller, and we are wondering if we could play with one person playing with controller and one person playing with keyboard and mouse. We are trying to figure this out as soon as possible in case we might need to borrow or buy another controller.