Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference

被引：0
|
作者：
Meng, Jian [1 ]
Yeo, Injune [1 ]
Yang, Li [1 ]
Fan, Deliang [1 ]
Seo, Jae-sun [1 ]
Yu, Shimeng [2 ]
Shim, Wonbo [2 ,3 ]
机构：
[1] Arizona State Univ, Tempe, AZ 85287 USA
[2] Georgia Inst Technol, Atlanta, GA 30332 USA
[3] Seoul Natl Univ Sci & Technol, Seoul, South Korea
来源：
2022 IEEE INTERNATIONAL RELIABILITY PHYSICS SYMPOSIUM (IRPS) | 2022年
关键词：
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
3C.1
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference
    Meng, Jian
    Yeo, Injune
    Shim, Wonbo
    Yang, Li
    Fan, Deliang
    Yu, Shimeng
    Seo, Jae-Sun
    2022 IEEE INTERNATIONAL RELIABILITY PHYSICS SYMPOSIUM (IRPS), 2022,
  • [2] Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference
    Meng, Jian
    Shim, Wonbo
    Yang, Li
    Yeo, Injune
    Fan, Deliang
    Yu, Shimeng
    Seo, Jae-sun
    IEEE MICRO, 2022, 42 (01) : 89 - 98
  • [3] Robust RRAM-based In-Memory Computing in Light of Model Stability
    Krishnan, Gokul
    Sun, Jingbo
    Hazra, Jubin
    Du, Xiaocong
    Liehr, Maximilian
    Li, Zheng
    Beckmann, Karsten
    Joshi, Rajiv, V
    Cady, Nathaniel C.
    Cao, Yu
    2021 IEEE INTERNATIONAL RELIABILITY PHYSICS SYMPOSIUM (IRPS), 2021,
  • [4] RRAM-based Analog In-Memory Computing
    Chen, Xiaoming
    Song, Tao
    Han, Yinhe
    2021 IEEE/ACM INTERNATIONAL SYMPOSIUM ON NANOSCALE ARCHITECTURES (NANOARCH), 2021,
  • [5] Logic Synthesis for RRAM-Based In-Memory Computing
    Shirinzadeh, Saeideh
    Soeken, Mathias
    Gaillardon, Pierre-Emmanuel
    Drechsler, Rolf
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 37 (07) : 1422 - 1435
  • [6] PRIVE: Efficient RRAM Programming with Chip Verification for RRAM-based In-Memory Computing Acceleration
    He, Wangxin
    Meng, Jian
    Gonugondla, Sujan Kumar
    Yu, Shimeng
    Shanbhag, Naresh R.
    Seo, Jae-sun
    2023 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, DATE, 2023,
  • [7] Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration
    Krishnan, Gokul
    Wang, Zhenyu
    Yeo, Injune
    Yang, Li
    Meng, Jian
    Liehr, Maximilian
    Joshi, Rajiv, V
    Cady, Nathaniel C.
    Fan, Deliang
    Seo, Jae-Sun
    Cao, Yu
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 41 (11) : 4241 - 4252
  • [8] RRAM-based Reconfigurable In-Memory Computing Architecture with Hybrid Routing
    Zha, Yue
    Li, Jing
    2017 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD), 2017, : 527 - 532
  • [9] RRAM-Based In-Memory Computing for Embedded Deep Neural Networks
    Bankman, D.
    Messner, J.
    Gural, A.
    Murmann, B.
    CONFERENCE RECORD OF THE 2019 FIFTY-THIRD ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, 2019, : 1511 - 1515
  • [10] Error Correction Scheme for Reliable RRAM-Based In-Memory Computing
    Hu, Yixuan
    Cheng, Kaili
    Zhang, Zuodong
    Wang, Runsheng
    Wang, Yuan
    Huang, Ru
    2021 5TH IEEE ELECTRON DEVICES TECHNOLOGY & MANUFACTURING CONFERENCE (EDTM), 2021,
12345