用于内存中计算应用的读去耦8T SRAM阵列中精确表征单元输出电流的测试电路设计

Hao-Chiao Hong, Long-Yi Lin, Bo-Chang Chen
{"title":"用于内存中计算应用的读去耦8T SRAM阵列中精确表征单元输出电流的测试电路设计","authors":"Hao-Chiao Hong, Long-Yi Lin, Bo-Chang Chen","doi":"10.1109/ICMTS55420.2023.10094078","DOIUrl":null,"url":null,"abstract":"Computing-in-memory (CIM) is a promising technique for energy-efficiently conducting the massive amount of required multiply-and-accumulate (MAC) calculations in neural networks (NNs). The read-decoupled 8T (RD8T) SRAM cell is popular in the CIM designs because of being read disturbance free. However, local process variations may lead significant errors to the CIM results. This work proposes an accurate on-chip test circuit design for characterizing the output current of every RD8T SRAM cell in a 8-kb RD8T SRAM array fabricated in 90nm CMOS. The experimental results show the detailed and accurate spatial distribution of the RD8T cells which helps optimize the CIM circuit design.","PeriodicalId":275144,"journal":{"name":"2023 35th International Conference on Microelectronic Test Structure (ICMTS)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Test Circuit Design for Accurately Characterizing Cells’ Output Currents in a Read-Decoupled 8T SRAM Array for Computing-in-Memory Applications\",\"authors\":\"Hao-Chiao Hong, Long-Yi Lin, Bo-Chang Chen\",\"doi\":\"10.1109/ICMTS55420.2023.10094078\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Computing-in-memory (CIM) is a promising technique for energy-efficiently conducting the massive amount of required multiply-and-accumulate (MAC) calculations in neural networks (NNs). The read-decoupled 8T (RD8T) SRAM cell is popular in the CIM designs because of being read disturbance free. However, local process variations may lead significant errors to the CIM results. This work proposes an accurate on-chip test circuit design for characterizing the output current of every RD8T SRAM cell in a 8-kb RD8T SRAM array fabricated in 90nm CMOS. The experimental results show the detailed and accurate spatial distribution of the RD8T cells which helps optimize the CIM circuit design.\",\"PeriodicalId\":275144,\"journal\":{\"name\":\"2023 35th International Conference on Microelectronic Test Structure (ICMTS)\",\"volume\":\"3 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 35th International Conference on Microelectronic Test Structure (ICMTS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMTS55420.2023.10094078\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 35th International Conference on Microelectronic Test Structure (ICMTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMTS55420.2023.10094078","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

内存计算(CIM)是一种很有前途的技术,它可以在神经网络(nn)中高效地进行大量的乘法累加(MAC)计算。读去耦8T (RD8T) SRAM单元因其无读干扰而在CIM设计中得到广泛应用。然而,本地流程变化可能会导致CIM结果出现重大错误。本文提出了一种精确的片上测试电路设计,用于表征90nm CMOS制造的8 kb RD8T SRAM阵列中每个RD8T SRAM单元的输出电流。实验结果显示了RD8T单元的详细、准确的空间分布,有助于优化CIM电路设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Test Circuit Design for Accurately Characterizing Cells’ Output Currents in a Read-Decoupled 8T SRAM Array for Computing-in-Memory Applications
Computing-in-memory (CIM) is a promising technique for energy-efficiently conducting the massive amount of required multiply-and-accumulate (MAC) calculations in neural networks (NNs). The read-decoupled 8T (RD8T) SRAM cell is popular in the CIM designs because of being read disturbance free. However, local process variations may lead significant errors to the CIM results. This work proposes an accurate on-chip test circuit design for characterizing the output current of every RD8T SRAM cell in a 8-kb RD8T SRAM array fabricated in 90nm CMOS. The experimental results show the detailed and accurate spatial distribution of the RD8T cells which helps optimize the CIM circuit design.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信