Designing stochastic number generators sharing a random number source based on the randomization function

Masashi Tawada; Nozomu Togawa

doi:10.1109/NEWCAS49341.2020.9159787

Designing stochastic number generators sharing a random number source based on the randomization function

Masashi Tawada, Nozomu Togawa

研究成果: Conference contribution

2 被引用数 (Scopus)

抄録

In this study, we propose a novel stochastic number generator architecture and prove that the resulting circuit can deliver independent stochastic numbers and improve the accuracy of the calculation results obtained using some recent conventional stochastic computing-based arithmetic circuits. This study is motivated by the increasingly important role of stochastic computing in various fields, such as the digital circuit design, where the stochastic number generators are responsible for a significant share of the hardware cost.

本文言語	English
ホスト出版物のタイトル	NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings
出版社	Institute of Electrical and Electronics Engineers Inc.
ページ	271-274
ページ数	4
ISBN（電子版）	9781728170442
DOI	https://doi.org/10.1109/NEWCAS49341.2020.9159787
出版ステータス	Published - 2020 6月
イベント	18th IEEE International New Circuits and Systems Conference, NEWCAS 2020 - Montreal, Canada 継続期間: 2020 6月 16 → 2020 6月 19

出版物シリーズ

名前	NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings

Conference

Conference	18th IEEE International New Circuits and Systems Conference, NEWCAS 2020
国/地域	Canada
City	Montreal
Period	20/6/16 → 20/6/19

ASJC Scopus subject areas

信号処理
電子工学および電気工学
安全性、リスク、信頼性、品質管理
器械工学

文献へのアクセス

10.1109/NEWCAS49341.2020.9159787

他のファイルとリンク

引用スタイル

Tawada, M., & Togawa, N. (2020). Designing stochastic number generators sharing a random number source based on the randomization function. In NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings (pp. 271-274). Article 9159787 (NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NEWCAS49341.2020.9159787

Designing stochastic number generators sharing a random number source based on the randomization function. / Tawada, Masashi ; Togawa, Nozomu.
NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. p. 271-274 9159787 (NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings).

研究成果: Conference contribution

Tawada, M & Togawa, N 2020, Designing stochastic number generators sharing a random number source based on the randomization function. in NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings., 9159787, NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 271-274, 18th IEEE International New Circuits and Systems Conference, NEWCAS 2020, Montreal, Canada, 20/6/16. https://doi.org/10.1109/NEWCAS49341.2020.9159787

Tawada M , Togawa N. Designing stochastic number generators sharing a random number source based on the randomization function. In NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. p. 271-274. 9159787. (NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings). doi: 10.1109/NEWCAS49341.2020.9159787

Tawada, Masashi ; Togawa, Nozomu. / Designing stochastic number generators sharing a random number source based on the randomization function. NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 271-274 (NEWCAS 2020 - 18th IEEE International New Circuits and Systems Conference, Proceedings).

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abstract = "In this study, we propose a novel stochastic number generator architecture and prove that the resulting circuit can deliver independent stochastic numbers and improve the accuracy of the calculation results obtained using some recent conventional stochastic computing-based arithmetic circuits. This study is motivated by the increasingly important role of stochastic computing in various fields, such as the digital circuit design, where the stochastic number generators are responsible for a significant share of the hardware cost. ",

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Designing stochastic number generators sharing a random number source based on the randomization function

抄録

出版物シリーズ

Conference

ASJC Scopus subject areas

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