The brain is a fiber network like the mycelium, likely the same genes (animals are related to mushrooms) and neurotransmitters are involved in its function.
Mushrooms seem to be found in the fresh fruit and vegetables area, rather than in the deli (meat and cheese), so that would probably point more towards them being considered "vegetables". Or fruit. ;)