This is a 12 week randomized double blind placebo controlled trial of Milnacipran in adults with ASD or Aspergers Syndrome. Milnacipran is said to play a role in the activation and normalization of the locus coeruleus-noradrenergic system, of which is hypothesized to play a role in behavior adaptations and performance.