Grid-like units help deep learning agent to navigate.
Journal:
Learning & behavior
PMID:
29948880
Abstract
An artificial-intelligence model based on deep learning developed units in a hidden layer that resembled mammalian grid cells in the hippocampus when the agent was taught to integrate paths. The full model performed sophisticated navigational tasks-in some cases even better than a human.