Brown died in Warrenton, Virginia on August 15, 2002 of lower motor neuron syndrome – being diagnosed with Amyotrophic lateral sclerosis, commonly known as "Lou Gehrig's Disease", since 1999. He is buried in Arlington National Cemetery.