The man presumed to be behind the axe-attack in a train station in Germany's Dusseldorf that injured seven people on Thursday was suffering from "mental problems", local police said.

"The arrested suspect is a 36-year-old man from the former Yugoslavia who apparently suffers from mental problems," police said in a statement. 

Police initially gave the number of injured as five, but updated that to seven in a later statement.