Stop, that won't work. The transformer will convert 120 VAC into 12 VAC. You'll be connecting AC to DC, and that's just not right. More than likely, you will fry the solar cell.
Do something fun, and hold a strong magnet up to your TV. You'll really like that one! Whatever you do, don't read up on this one first!