Error-resilient sequential cells with successive time borrowing for stochastic computing

Wei Chang Liu, Ching Da Chan, Shuo An Huang, Chi Wei Lo, Chia Hsiang Yang, Shyh-Jye Jou

研究成果: Conference contribution同行評審

摘要

This paper presents error-resilient sequential building blocks with time-borrowing capability without extra latches and generated clocks. The circuits are able to recover the timing errors caused by PVT variations and/or over-voltage scaling by up to half a cycle. Unlike prior works, the timing errors can be recovered dynamically through successive time borrowing without stalled cycles, retaining a constant throughput. The circuit structure can be applied to both ASICs and microprocessors. The proposed sequential cells are highly compatible with current cell-based IC design flow, for both feedforward and feedback datapaths. As a proof of concept, a design with key DSP building blocks has been verified. The results show that the performance of the DSP modules is improved by 13-15% in the worst-case operation condition, yielding a promising solution for stochastic computing under an unreliable operation condition.

原文English
主出版物標題2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
頁面6545-6549
頁數5
ISBN(電子)9781479999880
DOIs
出版狀態Published - 18 5月 2016
事件41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Shanghai, China
持續時間: 20 3月 201625 3月 2016

出版系列

名字ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
2016-May
ISSN(列印)1520-6149

Conference

Conference41st IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016
國家/地區China
城市Shanghai
期間20/03/1625/03/16

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