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

研究成果: Conference contribution

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
出版ステータスPublished - 2020 6
イベント18th IEEE International New Circuits and Systems Conference, NEWCAS 2020 - Montreal, Canada
継続期間: 2020 6 162020 6 19

出版物シリーズ

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

Conference

Conference18th IEEE International New Circuits and Systems Conference, NEWCAS 2020
CountryCanada
CityMontreal
Period20/6/1620/6/19

ASJC Scopus subject areas

  • Signal Processing
  • Electrical and Electronic Engineering
  • Safety, Risk, Reliability and Quality
  • Instrumentation

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