A Scalable Analog Implementation of Multilayer Boltzmann Machines

A new analog implementation of multilayer Boltzmann machines is described. Its intrinsic scalability has been achieved by original design of low-distorsion analog cells, cascadable random generators and digital interconnectios. Feasibility is demonstrated by the realization of a 1.2 GCPS unit.