Long Term Memory in Dogs. It is almost certain that dogs have long-term memory. Back to Neilas Lucy again, when Lucy was just a puppy, she was bitten by a Yorkshire terrier, or as Neila words it, nasty little Yorkshire terrorist.. Lucy pretty much gets along with all dogs, but to this day, she is afraid of Yorkies.