A Scalable and Programmable Architecture for the Continuous Restricted Boltzmann Machine in VLSI

Abstract

The continuous restricted Boltzmann machine (CRBM) has been attractive as a probabilistic model both useful in biomedical applications and hardware-amenable. To implement a large-scale CRBM system for real applications, the performance of the CRBM under hardware constraints must be investigated. This paper examines the effects of parameter precision on the… (More)
DOI: 10.1109/ISCAS.2007.378409

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