The joining together of the neural folds of the rostral opening of the neural tube. The anterior neuropore appears before the process of neural tube closure is complete. [ GOC:dgh GOC:cls GOC:dph GOC:jid http://purl.obolibrary.org/obo/go/references/0000021 ]