Methods, compositions, and devices for transdermally administering an active agent such as donepezil are provided. In one aspect, the method comprises contacting skin with a transdermal device designed to create a depot of the active agent in the subject, removing the transdermal device and continuing to administer the active agent for a period after the device is removed.