A New Correlation Manipulation Circuit for Stochastic Computing
Küçük Resim Yok
Tarih
2022
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
2022 International Conference on Smart Systems and Power Management, IC2SPM 2022 -- 10 November 2022 through 12 November 2022 -- Beirut -- 185676
Anahtar Kelimeler
Correlation, Stochastic Circuit Design, Stochastic Computing
Kaynak
2022 International Conference on Smart Systems and Power Management, IC2SPM 2022
WoS Q Değeri
Scopus Q Değeri
N/A
