I've noticed that happen with Jas when she was younger, particularly if there were a lot of 'E' numbers in a food. I tend to try and avoid those as much as possible.
Are they as hyper when you feed them, say, grilled chicken and vegetables? If not, it sounds like it could be a food thing.
Having said all that, some kids just have boundless energy
