Complex sentence: It was first held in Madison, Wisconsin in February 1977, and is held annually throughout the four day weekend of Memorial Day.
Split into simpler sentences: It was first held in Madison, Wisconsin in February 1977,. The convention is now held annually in May, during the four-day weekend of Memorial Day.