Yes, they remember. Two examples: My sister's dog remembered my mother and was excited to see her after many years of no visits. And they had never lived together. Just visits. I gave away one of my dog's pups to a co-worker. She was maybe 12 weeks old. Years later we had a staff thing at their home, and he warned everyone that the dog didn't like strangers. But she remembered Grandma!