Try charging the iPhone for 30 minutes. With the iPhone still connected, hold the home and lock button together. The Apple sign should appear on your screen.
If that doesn't work, allow the iPhone to charge for a few more hours and try again.
If after both tries, the phone continues to malfunction, consider making an appointment at an Apple Genius Bar to resolve this problem.