A New Correlation Manipulation Circuit for Stochastic Computing
| dc.contributor.author | Abdellatef, H. | |
| dc.contributor.author | Abdellatif, A. | |
| dc.contributor.author | Ramaha, N. | |
| dc.date.accessioned | 2024-09-29T16:20:55Z | |
| dc.date.available | 2024-09-29T16:20:55Z | |
| dc.date.issued | 2022 | |
| dc.department | Karabük Üniversitesi | en_US |
| dc.description | 2022 International Conference on Smart Systems and Power Management, IC2SPM 2022 -- 10 November 2022 through 12 November 2022 -- Beirut -- 185676 | en_US |
| dc.description.abstract | Stochastic Computing (SC) is an alternative computing technique that offers low-area and error-tolerant im-plementations of complex functions. However, in multilevel SC circuits or systems correlation levels between stochastic bit-streams are changing, hence, creating severe correlation-induced errors that degrade the SC system's overall accuracy. In many scenarios, the input bitstreams should be correlated for SC arithmetic to obtain accurate results. This work proposes a new correlation manipulation circuit that increases the correlation between two stochastic numbers. Experimental results show that our correlator outperforms other works in correlating the bit-streams with negligible effect on the encoded probabilities. © 2022 IEEE. | en_US |
| dc.identifier.doi | 10.1109/IC2SPM56638.2022.9988884 | |
| dc.identifier.endpage | 186 | en_US |
| dc.identifier.isbn | 978-166545291-5 | |
| dc.identifier.scopus | 2-s2.0-85146417985 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 182 | en_US |
| dc.identifier.uri | https://doi.org/10.1109/IC2SPM56638.2022.9988884 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14619/9417 | |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 2022 International Conference on Smart Systems and Power Management, IC2SPM 2022 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Correlation | en_US |
| dc.subject | Stochastic Circuit Design | en_US |
| dc.subject | Stochastic Computing | en_US |
| dc.title | A New Correlation Manipulation Circuit for Stochastic Computing | en_US |
| dc.type | Conference Object | en_US |
