Yes, you can… under specific circumstances. Summary dismissal is dismissal without notice where an employee is believed to have behaved in a manner that amounts to gross misconduct.
If their behaviour is serious enough, it could breach their contract of employment. This entitles an employer to terminate employment without the employee being allowed to work their usual notice period.