Exelon (rivastigmine) is used to treat individuals suffering from memory loss caused by Parkinson's Disease or Alzheimer's Disease. It is a part of the cholinesterase inhibitors drug class. Exelon helps to treat certain symptoms dementia by preventing a breakdown of chemicals.