You want to stop remembering your dreams? Or do you just want to stop waking up briefly in the middle of the night? The dreams are easy to forget. Just let them slip away when you wake up in the morning.

If you are waking up frequently throughout the night, that is another problem. They say we wake up more often the older we get. You could try some general sleep hygiene stuff and see if it helps you sleep deeper.