In neither his definition nor the examples illustrating what memes are does Dawkins mention anything that would distinguish memes from concepts.

What Makes Biology Unique?: Considerations on the Autonomy of a Scientific Discipline (ed. Cambridge University Press, 2007) - ISBN: 9780521700344