Please use this identifier to cite or link to this item:
Title: Introduction to Stochastic Computing using a Remote Lab with Reconfigurable Logic
Authors: Lobo, Jorge 
Keywords: remote lab; reconfigurable logic; stochastic computing
Issue Date: 2016
Publisher: Kassel University Press GmbH
Project: European Commission collaborative FET project BAMBI - Bottom-up Approaches to Machines dedicated to Bayesian Inference - FP7-ICT-2013- C, project number 618024 ( 
Institute of Systems and Robotics at Coimbra University 
Serial title, monograph or event: International Journal of Online Engineering
Volume: 12
Issue: 04
Abstract: This short paper introduces the basic concepts of Stochastic Computing (SC), and presents additions to a remote lab with reconfigurable logic to allow testing SC circuits. Recently, SC has been revisited and evaluated as a possible way of performing approximate probabilistic computations for artificial perception systems. New modules allow the generation of pseudo-random numbers, given a seed key and using linear feedback shift registers, but also having true random number generation using ring oscillators and embedded PLLs. Stochastic computing allows a tradeoff between resource usage and precision, allowing very simple circuits to perform computations, at the expense of a longer integration time to have reasonable results. We provide the basic stochastic computing modules, so that any user can use them to build a stochastic computing circuit and go beyond software simulations, providing a remote hardware device to test real circuits at high clock speeds.
ISSN: 1861-2121
DOI: 10.3991/ijoe.v12i04.5091
Rights: openAccess
Appears in Collections:FCTUC Eng.Electrotécnica - Artigos em Revistas Internacionais

Files in This Item:
Show full item record

Page view(s)

checked on May 22, 2024


checked on May 22, 2024

Google ScholarTM




This item is licensed under a Creative Commons License Creative Commons