On the Information Storage Capacity of Local Learning Rules

A simple relation between the storage capacity A for autoassociation and H for heteroassociation with a local learning rule is demonstrated: H = 2A. Both values are bounded by local learning bounds: A LA and H LH. LH = 2LA is evaluated numerically.