The Scottish club announced the signing on their website, adding he had penned a four-year deal.
The former FC Twente youngster has also played for Haarlem, FC Zwolle and KC Waalwijk, plus two spells at Ajax.
He was called up to the Netherlands squad in 2011 but did not play due to a back injury.
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- Virgil Van Dijk