Self-organizing path integration using a linked continuous attractor and competitive network: path integration of head direction.

A key issue is how networks in the brain learn to perform path integration, that is update a represented position using a velocity signal. Using head direction cells as an example, we show that a competitive network could self-organize to learn to respond to combinations of head direction and angula...