 The last event was an Old-Timers reunion and bicycle race on September 4, 1950.Coney Island Velodrome was torn down and replaced with high-rise housing.Included in the New York City bid for the 2012 Summer Olympics were plans to build another velodrome elsewhere on Coney Island.