Memory Cops — Peter Menadue

In the near future, the police use memory auditing to catch killers. Those with incriminating memories have to plead guilty. However, Homicide detective Glen Tucker suspects that someone is erasing memories to help killers escape justice. After his police partner is murdered, he hunts for missing memories that might solve the crime. He also searches for true love. (Originally published as Lost Glory.)