A Review of Deterministic Approaches to Stochastic Computing

Zhendong Lin,Guangjun Xie,Shaowei Wang,Jie Han,Yongqiang Zhang

2021 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH)（2021）

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摘要

Stochastic computing (SC) has emerged as an alternative to conventional computing with weighted binary representation. The operations in SC can be performed through simple logic gates to significantly reduce hardware complexity. The random bitstreams generated by stochastic number generators are exploited as the computing medium in SC. However, traditional operations in SC are inaccurate because o...

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关键词

Energy consumption,Fluctuations,Energy resolution,Computer architecture,Logic gates,Generators,Nanoscale devices

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