Exelon (generic: rivastigmine) is a prescription medication used to treat dementia in people with Alzheimer's disease or Parkinson's disease. Exelon belongs to a group of drugs called acetylcholinesterase inhibitors. It works by increasing the amount of certain natural subtances to improve mental function.