Well you obviously did dream, just just didn't remember them. Try going to bed repeating to yourself that you'll remember your dreams, works wonders for some people. Also, waking up during an REM period works wonders for some with their recall. I've known people go as far as to set their alarm to every 90 minutes so that they remember. A little excessive, but it can do wonders for recall when you first start.