James Newlands, 31, was reported to have died inside a property in the town’s Nicols Court.
Police Scotland said one line of inquiry was that his death was drugs related.
The force has appealed for witnesses and information on where Mr James Newlands was during Saturday.
A report has been submitted to the procurator fiscal. Call 101 with any information or Crimestoppers 0800 555 111 #4