Title :
A Scalable Analog Implementation of Multilayer Boltzmann Machines
Author :
Belhaire, Eric ; Pujol, Hubert ; Garda, Patrick
Author_Institution :
INSTITUT D´´ELECTRONIQUE FONDAMENTALE/CNRS URA 22, Bat 220 Universiteé de Paris XI, 91405 Orsay Cedex, France
Abstract :
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.
Keywords :
Automata; Equations; Multi-layer neural network; Neurons; Nonhomogeneous media; Pins; Prototypes; Random number generation; Scalability; Voltage;
Conference_Titel :
Solid-State Circuits Conference, 1993. ESSCIRC '93. Nineteenth European
Conference_Location :
Sevilla, Spain
Print_ISBN :
2-86335-134-X
