Many different types of wood can be used for accent walls, but the best are thin wood veneers or MDF. These won't protrude into the room too much, or be too heavy on the wall. Oak is a common wood color for accent walls - it's warm yet not too heavy, and so doesn't overpower the rest of the scheme.