Class of primitive, fossil fish, characterized by the presence of a true bony skeleton (see bone), a heterocercal tail fin, a persistent notochord, ganoid scales, and stout spines in front of the fins. The acanthodians lived from the Silurian to the Permian period and may be related to ancestors of the more modern bony fish.