The Croat only took charge of the club in 2010, and they face a Europa League qualifier against Bordeaux this week.
“This is my decision. I cannot do this”, Prosinecki told reporters.
“I cannot lead the team because of the pressures of all this. I feel bad towards the players as they will meet Bordeaux and I know they need time to get a good result.”