A study of MRF-based circuit implementation

Probabilistic computing provides a new approach towards building fault-tolerant systems. In a fully digital system, the logic states are considered as random variables. One can no longer expect a correct logic signal at all nodes at all times, but only that the joint probability distribution of sign...

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Main Authors:	N.H., Hamid, A.R., Kermany, Z.A., Burhanudin
Format:	Conference or Workshop Item
Published:	2008
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 http://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 http://eprints.utp.edu.my/422/1/paper.pdf

id	utp-422
recordtype	eprints
spelling	utp-4222017-01-19T08:26:39Z A study of MRF-based circuit implementation N.H., Hamid A.R., Kermany Z.A., Burhanudin TK Electrical engineering. Electronics Nuclear engineering Probabilistic computing provides a new approach towards building fault-tolerant systems. In a fully digital system, the logic states are considered as random variables. One can no longer expect a correct logic signal at all nodes at all times, but only that the joint probability distribution of signal values has the highest likelihood for valid logic states. A case study on probabilistic architecture implementation based on Markov Random Field (MRF) is discussed. A comparison between MRF-based and standard CMOS-based inverters simulation results in micro-scale for both noisy and ideal conditions was performed using Cadence tools. The results show that MRF inverter is tolerant to noise as compared to the standard inverter. Â©2008 IEEE. 2008 Conference or Workshop Item NonPeerReviewed application/pdf http://eprints.utp.edu.my/422/1/paper.pdf http://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 N.H., Hamid and A.R., Kermany and Z.A., Burhanudin (2008) A study of MRF-based circuit implementation. In: 2008 International Conference on Electronic Design, ICED 2008, 1 December 2008 through 3 December 2008, Penang. http://eprints.utp.edu.my/422/
institution	Universiti Teknologi Petronas Universiti Teknologi Petronas
repository_type	Digital Repository
institution_category	Local University
building	UTP Repository
collection	Online Access
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering N.H., Hamid A.R., Kermany Z.A., Burhanudin A study of MRF-based circuit implementation
description	Probabilistic computing provides a new approach towards building fault-tolerant systems. In a fully digital system, the logic states are considered as random variables. One can no longer expect a correct logic signal at all nodes at all times, but only that the joint probability distribution of signal values has the highest likelihood for valid logic states. A case study on probabilistic architecture implementation based on Markov Random Field (MRF) is discussed. A comparison between MRF-based and standard CMOS-based inverters simulation results in micro-scale for both noisy and ideal conditions was performed using Cadence tools. The results show that MRF inverter is tolerant to noise as compared to the standard inverter. Â©2008 IEEE.
format	Conference or Workshop Item
author	N.H., Hamid A.R., Kermany Z.A., Burhanudin
author_facet	N.H., Hamid A.R., Kermany Z.A., Burhanudin
author_sort	N.H., Hamid
title	A study of MRF-based circuit implementation
title_short	A study of MRF-based circuit implementation
title_full	A study of MRF-based circuit implementation
title_fullStr	A study of MRF-based circuit implementation
title_full_unstemmed	A study of MRF-based circuit implementation
title_sort	study of mrf-based circuit implementation
publishDate	2008
url	http://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 http://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 http://eprints.utp.edu.my/422/1/paper.pdf
first_indexed	2018-09-08T10:01:55Z
last_indexed	2018-09-08T10:01:55Z
_version_	1611033126175244288

A study of MRF-based circuit implementation

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