{"title":"纳米时代从摩尔到人工智能的低功耗设计:特邀论文","authors":"R. Joshi, M. Ziegler","doi":"10.23919/MIXDES.2019.8787172","DOIUrl":null,"url":null,"abstract":"This paper reviews key developments and the continuation of low power techniques needed from the Moore to AI eras. SRAM with a wider range of operation, from extreme low to high voltages, is enabled using novel circuit techniques and demonstrated for edge or data centric accelerators. These techniques exploit interconnect as well as inductor and capacitor coupling for boosting on demand. Several chips fabricated in 14nm SOI technology show functional 8T SRAM down to 0.24V–0.30V These new techniques can lead to lower voltage operation of cognitive and neural network for IoT and data centric applications.","PeriodicalId":309822,"journal":{"name":"2019 MIXDES - 26th International Conference \"Mixed Design of Integrated Circuits and Systems\"","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Low Power Design From Moore to AI for nm Era : Invited Paper\",\"authors\":\"R. Joshi, M. Ziegler\",\"doi\":\"10.23919/MIXDES.2019.8787172\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper reviews key developments and the continuation of low power techniques needed from the Moore to AI eras. SRAM with a wider range of operation, from extreme low to high voltages, is enabled using novel circuit techniques and demonstrated for edge or data centric accelerators. These techniques exploit interconnect as well as inductor and capacitor coupling for boosting on demand. Several chips fabricated in 14nm SOI technology show functional 8T SRAM down to 0.24V–0.30V These new techniques can lead to lower voltage operation of cognitive and neural network for IoT and data centric applications.\",\"PeriodicalId\":309822,\"journal\":{\"name\":\"2019 MIXDES - 26th International Conference \\\"Mixed Design of Integrated Circuits and Systems\\\"\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 MIXDES - 26th International Conference \\\"Mixed Design of Integrated Circuits and Systems\\\"\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/MIXDES.2019.8787172\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 MIXDES - 26th International Conference \"Mixed Design of Integrated Circuits and Systems\"","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/MIXDES.2019.8787172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Low Power Design From Moore to AI for nm Era : Invited Paper
This paper reviews key developments and the continuation of low power techniques needed from the Moore to AI eras. SRAM with a wider range of operation, from extreme low to high voltages, is enabled using novel circuit techniques and demonstrated for edge or data centric accelerators. These techniques exploit interconnect as well as inductor and capacitor coupling for boosting on demand. Several chips fabricated in 14nm SOI technology show functional 8T SRAM down to 0.24V–0.30V These new techniques can lead to lower voltage operation of cognitive and neural network for IoT and data centric applications.