The present invention provides a transdermal drug delivery system, in the form of patch, comprising a drug-containing matrix layer comprising: (a) rivastigmine or a pharmaceutically acceptable salt thereof as an active ingredient; (b) an acrylate-hydrocarbon hybrid polymer as an adhesive and a selection of absorption enhancers.