They were waiting to question the 36-year-old from Kosovo who is in hospital with multiple bone fractures after jumping off a bridge while trying to flee police at the crime scene, the main railway station in the western city of Duesseldorf.
News site Spiegel Online identified him as Fatmir H. And said he had told investigators that he had hoped to be shot dead by police following the random attack.
The suspect sparked panic when he got off a commuter train yesterday and began swinging an axe at passers-by. Police said he was in an "exceptional mental state" at the time.
With screams echoing around the station concourse and the wounded bleeding on the ground, police chased the man along railway tracks until he leapt off a four-metre (12-foot) bridge to evade arrest.
Speaking to AFP, a police spokesman said officials had ruled out an Islamist motive for the attack by the man who comes from Wuppertal, about 30 kilometres (20 miles) west of Duesseldorf.
Germany has been on edge after a string of attacks in recent months -- several carried out by people with mental health problems -- and a deadly truck attack on a Berlin Christmas market in December claimed by the Islamic State group.
"There was blood everywhere."
Writing on Twitter, Angela Merkel's chancellery chief-of-staff Peter Altmaier said: "Our compassion and our thoughts go out to the injured."
And city mayor Thomas Geisel also reached out to victims.
"It's a huge blow for Duesseldorf. Many people are in shock ... My thoughts go out to the victims and their families," he said.
German authorities have been on high alert, particularly since the Berlin truck attack which claimed 12 lives.
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