I don't get this phenomenon at all with my iPad, and I read in bed right before going to sleep.
I do, however, clearly notice it if I use a TFT monitor immediately before going to sleep.
I use white text on black background and keep the brightness turned down on the iPad, incidentally. I'm also an incredibly heavy sleeper naturally, and sleep through smoke alarms, etc.