Mindtech Pill acetylcholine. Acetylcholine helps us learn and remember. Acetylcholine levels can be increased with a group of supplements called cholinergic. One of the most popular cholinergic drugs is an herb called Huperzine A. Acetylcholine is usually broken down in our bodies by an enzyme called