Investigation of the potentialities of Vertical Resistive RAM (VRRAM) for neuromorphic applications

G. Piccolboni, G. Molas, J. Portal, R. Coquand, M. Bocquet, D. Garbin, E. Vianello, C. Carabasse, V. Delaye, C. Pellissier, T. Magis, C. Cagli, M. Gely, O. Cueto, D. Deleruyelle, G. Ghibaudo, B. De Salvo, L. Perniola
{"title":"Investigation of the potentialities of Vertical Resistive RAM (VRRAM) for neuromorphic applications","authors":"G. Piccolboni, G. Molas, J. Portal, R. Coquand, M. Bocquet, D. Garbin, E. Vianello, C. Carabasse, V. Delaye, C. Pellissier, T. Magis, C. Cagli, M. Gely, O. Cueto, D. Deleruyelle, G. Ghibaudo, B. De Salvo, L. Perniola","doi":"10.1109/IEDM.2015.7409717","DOIUrl":null,"url":null,"abstract":"Combining Resistive RAM concept with Vertical NAND technology and design, Vertical RRAM (VRRAM) was recently proposed as a cost-effective and extensible technology for future mass data storage applications [1]. 3D RRAM based neural networks were also proposed to emulate the potentiation and depression of a synapse [2], but more complex circuits were not discussed. In previous works [3-4], various RRAM based neuromorphic circuits were proposed and investigated, using planar devices.","PeriodicalId":336637,"journal":{"name":"2015 IEEE International Electron Devices Meeting (IEDM)","volume":"168 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"37","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Electron Devices Meeting (IEDM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IEDM.2015.7409717","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 37

Abstract

Combining Resistive RAM concept with Vertical NAND technology and design, Vertical RRAM (VRRAM) was recently proposed as a cost-effective and extensible technology for future mass data storage applications [1]. 3D RRAM based neural networks were also proposed to emulate the potentiation and depression of a synapse [2], but more complex circuits were not discussed. In previous works [3-4], various RRAM based neuromorphic circuits were proposed and investigated, using planar devices.
垂直电阻式RAM (VRRAM)在神经形态学应用潜力的研究
垂直RRAM (VRRAM)将电阻式RAM概念与垂直NAND技术和设计相结合,最近被提出作为未来大规模数据存储应用的一种经济高效且可扩展的技术。基于3D RRAM的神经网络也被提出来模拟突触[2]的增强和抑制,但没有讨论更复杂的电路。在之前的工作[3-4]中,使用平面器件提出并研究了各种基于RRAM的神经形态电路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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