Leon Brackmann, Tobias Ziegler, A. Jafari, D. Wouters, M. Tahoori, S. Menzel
{"title":"Design Limitations in Oxide-Based Memristive Ternary Content Addressable Memories","authors":"Leon Brackmann, Tobias Ziegler, A. Jafari, D. Wouters, M. Tahoori, S. Menzel","doi":"10.1109/ISCAS46773.2023.10181488","DOIUrl":null,"url":null,"abstract":"Memristive devices offer energy and area efficient non-volatile data storage for data-intense Ternary Content Ad-dressable Memory (TCAM) architectures. However, depending on the storage implementation in the bitcell design, the matching functionality shows multiple undesired discharge effects leading to false look-up results. In particular, the ternary storage suffers during the look-up operation from a poor resistance ratio, match-line leakage and device variabilities. In this paper, we investigate the inherent, design-dependent limitations in the ternary state storage capability due to different memristive TCAM bitcell design parameters and device variabilities. We test these limits based on variability-aware device simulations and isolate crucial parameters for the optimization of memristive TCAMs.","PeriodicalId":177320,"journal":{"name":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","volume":"1 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Symposium on Circuits and Systems (ISCAS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCAS46773.2023.10181488","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
Memristive devices offer energy and area efficient non-volatile data storage for data-intense Ternary Content Ad-dressable Memory (TCAM) architectures. However, depending on the storage implementation in the bitcell design, the matching functionality shows multiple undesired discharge effects leading to false look-up results. In particular, the ternary storage suffers during the look-up operation from a poor resistance ratio, match-line leakage and device variabilities. In this paper, we investigate the inherent, design-dependent limitations in the ternary state storage capability due to different memristive TCAM bitcell design parameters and device variabilities. We test these limits based on variability-aware device simulations and isolate crucial parameters for the optimization of memristive TCAMs.