After restoring phone goes to the Apple logo then to a black screen

My phone comes up with the restore screen and I have gone to the website and followed the instructions on how to restore my phone but it goes to the apple logo then to a black screen and flashes like this continuously.

Is there a way I can fix it?

[Re-Titled by Moderator]