Cognitive maps from predictive vision

Margaret von Ebers, Xue-Xin Wei

Abstract: Constructing spatial maps from sensory inputs is challenging in both neuroscience and artificial intelligence. A recent study demonstrates that a self-attention neural network using predictive coding can generate an environmental map in its latent space as an agent that navigates the environment.