Kinnelon is a borough in Morris County, New Jersey, United States. As of the 2010 United States Census, the borough's population was 10,248, reflecting an increase of 883 (+9.4%) from the 9,365 counted in the 2000 Census, which had in turn increased by 895 (+10.6%) from the 8,470 counted in the 1990 Census.