Spread 1 tablespoon peanut butter onto one piece of bread and arrange banana slices over top. Spread remaining peanut butter onto second piece of bread, then invert and place over bananas; press firmly.
Spray a skillet with cooking spray and heat over medium heat. Place sandwich onto the hot skillet and cook until golden brown, 2 to 3 minutes per side.