A Higher Order Associative Memory with McCulloch-Pitts neurons and Plastic Synapses

摘要

The capacity of an order-d associative memory model is O(N /logN). The exponential growth of the capacity with respect to d gives higher order models (d > 1) significant advantage over the Hopfield network, whose capacity is limited to O(N/l