iPhone frozen in a black screen with the loading circle

My phone shut off and now is a black screen with the loading circle and is frozen on the screen. I have tried holding down the power button and holding down the power and volume up button but nothing happens. I tried plugging it into the charger and plugging it into my computer.

​[Re-Titled by Moderator]