Belgian prosecutors said Saturday they had formally opened an anti-terrorism probe after a gunman opened fire on high-speed train travelling from Amsterdam to Paris.

"We have opened an inquiry under the anti-terrorism law... as the suspect boarded the train in Brussels," said Eric Van der Sypt, spokesman for the prosecutor's office.