Soak plank in water at least 30 minutes. Preheat grill to medium-high heat (350° to 400°).
Place plank on hot grill, close lid, and heat 2 to 3 minutes. Remove plank with tongs, and place Brie in center of grilled side of plank. Return to grill, and cook 10 minutes or until cheese is soft. Top with strawberries, almonds, and honey. Serve on plank with gingersnaps and water crackers.