If you hold down the power button long enough to see the "slide to power off" prompt and then hold down the home button, the screen will go blank and then your home screen will re-appear.
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From @mehedy
If you hold down the power button long enough to see the "slide to power off" prompt and then hold down the home button, the screen will go blank and then your home screen will re-appear.