No religion can be almost anything that unifies a group of people that becomes elevated to dogma and illicit strong emotional feelings and reactions.A religion is the belief in something supernatural. So no atheism can't be a religion.
My own assessment is that religion includes love of--or at least worship of--a Supreme Being. That seems to eliminate atheism as a religion, but I understand it can be an equally strong belief.