turbo man,
Surge is basically the fact that the turbo isn't dampened so when it gets to the required airflow for that rpm it "over shoots" and feeds too much, this causes it to try and slow down to the correct level, and again "under shoots". If the rpm was raised to a level and held you would hear chatter and as time went by it would disappear. as in diagram below.