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...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2008
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| Subjects: | |
| Online Access: | http://scholars.utp.edu.my/id/eprint/422/ http://scholars.utp.edu.my/id/eprint/422/1/paper.pdf |
| _version_ | 1848658981803786240 |
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| 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 |
| building | UTP Institutional Repository |
| collection | Online Access |
| 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. ©2008 IEEE.
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| first_indexed | 2025-11-13T07:23:10Z |
| format | Conference or Workshop Item |
| id | oai:scholars.utp.edu.my:422 |
| institution | Universiti Teknologi Petronas |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-13T07:23:10Z |
| publishDate | 2008 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:scholars.utp.edu.my:4222017-01-19T08:26:39Z http://scholars.utp.edu.my/id/eprint/422/ 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. ©2008 IEEE. 2008 Conference or Workshop Item NonPeerReviewed application/pdf en http://scholars.utp.edu.my/id/eprint/422/1/paper.pdf 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://www.scopus.com/inward/record.url?eid=2-s2.0-63649159914&partnerID=40&md5=8bad8f1c285d2dfc50937ea59e7b8411 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering N.H., Hamid A.R., Kermany Z.A., Burhanudin A study of MRF-based circuit implementation |
| title | A study of MRF-based circuit implementation
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| title_full | A study of MRF-based circuit implementation
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| title_fullStr | A study of MRF-based circuit implementation
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| title_full_unstemmed | A study of MRF-based circuit implementation
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| title_short | A study of MRF-based circuit implementation
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| title_sort | study of mrf-based circuit implementation |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://scholars.utp.edu.my/id/eprint/422/ http://scholars.utp.edu.my/id/eprint/422/ http://scholars.utp.edu.my/id/eprint/422/1/paper.pdf |