Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications

Jeongeun Kim; Yue Ri Jeong; Kwonneung Cho; Won Sik Jeong; Seung Eun Lee

doi:10.1109/ISOCC56007.2022.10031563

Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications

Jeongeun Kim, Yue Ri Jeong, Kwonneung Cho, Won Sik Jeong, Seung Eun Lee

Electronic Engineering Program

Seoul National University of Science and Technology (SNUST)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

The design of computation-intensive and complicated applications is limited by hardware resources. To realize efficient utilization of circuit area with lightweight computational logics and execute optimized operation, we propose an architecture of reconfigurable stochastic computing (SC) unit. The proposed SC unit decodes mathematical formula and reconfigures SC circuits to improve design productivity. Compared to the deterministic implementation, the proposed architecture reduces the circuit area by 39.7%.

Original language	English
Title of host publication	Proceedings - International SoC Design Conference 2022, ISOCC 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	61-62
Number of pages	2
ISBN (Electronic)	9781665459716
DOIs	https://doi.org/10.1109/ISOCC56007.2022.10031563
State	Published - 2022
Event	19th International System-on-Chip Design Conference, ISOCC 2022 - Gangneung-si, Korea, Republic of Duration: 19 Oct 2022 → 22 Oct 2022

Publication series

Name	Proceedings - International SoC Design Conference 2022, ISOCC 2022

Conference

Conference	19th International System-on-Chip Design Conference, ISOCC 2022
Country/Territory	Korea, Republic of
City	Gangneung-si
Period	19/10/22 → 22/10/22

Keywords

Area efficient
Reconfigurable
Stochastic Computing

Access to Document

10.1109/ISOCC56007.2022.10031563

Cite this

Kim, J., Jeong, Y. R., Cho, K., Jeong, W. S., & Lee, S. E. (2022). Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications. In Proceedings - International SoC Design Conference 2022, ISOCC 2022 (pp. 61-62). (Proceedings - International SoC Design Conference 2022, ISOCC 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISOCC56007.2022.10031563

@inproceedings{93e2fddcf43145639678f8c09fce086b,

title = "Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications",

abstract = "The design of computation-intensive and complicated applications is limited by hardware resources. To realize efficient utilization of circuit area with lightweight computational logics and execute optimized operation, we propose an architecture of reconfigurable stochastic computing (SC) unit. The proposed SC unit decodes mathematical formula and reconfigures SC circuits to improve design productivity. Compared to the deterministic implementation, the proposed architecture reduces the circuit area by 39.7\%.",

keywords = "Area efficient, Reconfigurable, Stochastic Computing",

author = "Jeongeun Kim and Jeong, \{Yue Ri\} and Kwonneung Cho and Jeong, \{Won Sik\} and Lee, \{Seung Eun\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 19th International System-on-Chip Design Conference, ISOCC 2022 ; Conference date: 19-10-2022 Through 22-10-2022",

year = "2022",

doi = "10.1109/ISOCC56007.2022.10031563",

language = "English",

series = "Proceedings - International SoC Design Conference 2022, ISOCC 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "61--62",

booktitle = "Proceedings - International SoC Design Conference 2022, ISOCC 2022",

}

Kim, J, Jeong, YR, Cho, K, Jeong, WS & Lee, SE 2022, Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications. in Proceedings - International SoC Design Conference 2022, ISOCC 2022. Proceedings - International SoC Design Conference 2022, ISOCC 2022, Institute of Electrical and Electronics Engineers Inc., pp. 61-62, 19th International System-on-Chip Design Conference, ISOCC 2022, Gangneung-si, Korea, Republic of, 19/10/22. https://doi.org/10.1109/ISOCC56007.2022.10031563

Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications. / Kim, Jeongeun; Jeong, Yue Ri; Cho, Kwonneung et al.
Proceedings - International SoC Design Conference 2022, ISOCC 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 61-62 (Proceedings - International SoC Design Conference 2022, ISOCC 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications

AU - Kim, Jeongeun

AU - Jeong, Yue Ri

AU - Cho, Kwonneung

AU - Jeong, Won Sik

AU - Lee, Seung Eun

PY - 2022

Y1 - 2022

N2 - The design of computation-intensive and complicated applications is limited by hardware resources. To realize efficient utilization of circuit area with lightweight computational logics and execute optimized operation, we propose an architecture of reconfigurable stochastic computing (SC) unit. The proposed SC unit decodes mathematical formula and reconfigures SC circuits to improve design productivity. Compared to the deterministic implementation, the proposed architecture reduces the circuit area by 39.7%.

AB - The design of computation-intensive and complicated applications is limited by hardware resources. To realize efficient utilization of circuit area with lightweight computational logics and execute optimized operation, we propose an architecture of reconfigurable stochastic computing (SC) unit. The proposed SC unit decodes mathematical formula and reconfigures SC circuits to improve design productivity. Compared to the deterministic implementation, the proposed architecture reduces the circuit area by 39.7%.

KW - Area efficient

KW - Reconfigurable

KW - Stochastic Computing

UR - https://www.scopus.com/pages/publications/85148430812

U2 - 10.1109/ISOCC56007.2022.10031563

DO - 10.1109/ISOCC56007.2022.10031563

M3 - Conference contribution

AN - SCOPUS:85148430812

T3 - Proceedings - International SoC Design Conference 2022, ISOCC 2022

SP - 61

EP - 62

BT - Proceedings - International SoC Design Conference 2022, ISOCC 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 19th International System-on-Chip Design Conference, ISOCC 2022

Y2 - 19 October 2022 through 22 October 2022

ER -

Kim J, Jeong YR, Cho K, Jeong WS, Lee SE. Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications. In Proceedings - International SoC Design Conference 2022, ISOCC 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 61-62. (Proceedings - International SoC Design Conference 2022, ISOCC 2022). doi: 10.1109/ISOCC56007.2022.10031563

Reconfigurable Stochastic Computing Architecture for Computationally Intensive Applications

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