Runze Han, P. Huang, Y. Xiang, C. Liu, Zhen Dong, Z. Su, Y. B. Liu, L. Liu, X. Liu, Jinfeng Kang
{"title":"A Novel Convolution Computing Paradigm Based on NOR Flash Array with High Computing Speed and Energy Efficient","authors":"Runze Han, P. Huang, Y. Xiang, C. Liu, Zhen Dong, Z. Su, Y. B. Liu, L. Liu, X. Liu, Jinfeng Kang","doi":"10.1109/ISCAS.2018.8351030","DOIUrl":null,"url":null,"abstract":"A novel convolution computing paradigm based on the NOR Flash Array is proposed. Significant improvements both in computing speed and energy consumption are achieved compared to CMOS-based logic computing paradigms. Regarding to the feature extraction task from a 256×256 image, the computing speed of 3.9×104 frame per second (fps) and the energy consumption of 0.057nJ/pixel are achieved using the proposed computing paradigm.","PeriodicalId":6569,"journal":{"name":"2018 IEEE International Symposium on Circuits and Systems (ISCAS)","volume":"68 1","pages":"1-4"},"PeriodicalIF":0.0000,"publicationDate":"2018-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Symposium on Circuits and Systems (ISCAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCAS.2018.8351030","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7
Abstract
A novel convolution computing paradigm based on the NOR Flash Array is proposed. Significant improvements both in computing speed and energy consumption are achieved compared to CMOS-based logic computing paradigms. Regarding to the feature extraction task from a 256×256 image, the computing speed of 3.9×104 frame per second (fps) and the energy consumption of 0.057nJ/pixel are achieved using the proposed computing paradigm.
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