It is the American luxury brand Chrome Hearts that is suing Young and his band for trademark infringement, writes NME.
The brand, which has existed since the 80s, means that they have not given their permission to use the name, and that the band name creates "confusion on the market".
Neil Young started playing with The Chrome Hearts last year. Last summer, their first joint album "Talking to the trees" was released.