Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture

Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson

Established experimental procedures for one-shot machine learning do not test the ability to learn or remember specific instances of classes, a key feature of animal intelligence.…