Hey Anne, you can use what ever thickness wood you would like. If your are going to use solid wood, I would go with 1/4" to 1/2". What most of us do is use 1/8" Baltic birch plywood, stacked anywhere from two to six layers. That way you have more than one piece.
But you may want to stick with 1/4" for now.