{"title":"Delta-Sigma Domain Signal Processing: A Review with Relevant Topics in Stochastic Computing","authors":"T. Waho, Akihisa Koyama, Hitoshi Hayashi","doi":"10.1109/ISMVL57333.2023.00027","DOIUrl":null,"url":null,"abstract":"The progress over the last 30 years on ΔΣ-domain signal processing (ΔΣ-SP) is reviewed, focusing on basic circuits such as adders, multipliers, and filters. Based on bitstream operations, ΔΣ-SP shares many advantages with stochastic computing (SC). Moreover, the noise-shaping properties inherent to the ΔΣ modulation play a crucial role in overcoming the challenges in SC. Neural network applications, a promising field in the future, are also described.","PeriodicalId":419220,"journal":{"name":"2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 53rd International Symposium on Multiple-Valued Logic (ISMVL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMVL57333.2023.00027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The progress over the last 30 years on ΔΣ-domain signal processing (ΔΣ-SP) is reviewed, focusing on basic circuits such as adders, multipliers, and filters. Based on bitstream operations, ΔΣ-SP shares many advantages with stochastic computing (SC). Moreover, the noise-shaping properties inherent to the ΔΣ modulation play a crucial role in overcoming the challenges in SC. Neural network applications, a promising field in the future, are also described.
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