A comparison between a bit-level and a conventional VLSI implementation of a binary neural network is presented. This network is based on Correlation Matrix Memory (CMM) that stores relationships between pairs of binary vectors. The bit-level architecture consists of an n m array of bit-level processors holding the storage and computation elements. The conventional CMM architecture consists of ...