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
  • [31] RRAM-Based Analog Approximate Computing
    Li, Boxun
    Gu, Peng
    Shan, Yi
    Wang, Yu
    Chen, Yiran
    Yang, Huazhong
    [J]. IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2015, 34 (12) : 1905 - 1917
  • [32] Scalable RRAM Based in-memory Computing Design for Embedded AI
    Lu, Wei D.
    [J]. 2021 INTERNATIONAL SYMPOSIUM ON VLSI DESIGN, AUTOMATION AND TEST (VLSI-DAT), 2021,
  • [33] A RRAM-based Associative Memory Cell
    Pan, Yihan
    Foster, Patrick
    Serb, Alex
    Prodromakis, Themis
    [J]. 2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2021,
  • [34] Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration
    Krishnan, Gokul
    Yang, Li
    Sun, Jingbo
    Hazra, Jubin
    Du, Xiaocong
    Liehr, Maximilian
    Li, Zheng
    Beckmann, Karsten
    Joshi, Rajiv, V
    Cady, Nathaniel C.
    Fan, Deliang
    Cao, Yu
    [J]. IEEE TRANSACTIONS ON COMPUTERS, 2022, 71 (11) : 2740 - 2752
  • [35] Distributed In-Memory Computing on Binary RRAM Crossbar
    Ni, Leibin
    Huang, Hantao
    Liu, Zichuan
    Joshi, Rajiv V.
    Yu, Hao
    [J]. ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2017, 13 (03)
  • [36] 2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing
    Li, Zhi
    Bao, Rui
    Zhang, Woyu
    Wang, Fei
    Wang, Jun
    Fang, Renrui
    Ren, Haoxiong
    Lin, Ning
    Yue, Jinshan
    Dou, Chunmeng
    Wang, Zhongrui
    Shang, Dashan
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2024, 71 (05) : 2614 - 2618
  • [37] Trends and challenges in the circuit and macro of RRAM-based computing-in-memory systems
    Wei, Song -Tao
    Gao, Bin
    Wu, Dong
    Tang, Jian-Shi
    Qian, He
    Wu, Hua-Qiang
    [J]. CHIP, 2022, 1 (01):
  • [38] Attar: RRAM-based in-memory attention accelerator with software-hardware co-optimization
    Bing LI
    Ying QI
    Ying WANG
    Yinhe HAN
    [J]. Science China(Information Sciences), 2025, 68 (03) : 371 - 387
  • [39] Attar: RRAM-based in-memory attention accelerator with software-hardware co-optimization
    Li, Bing
    Qi, Ying
    Wang, Ying
    Han, Yinhe
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2025, 68 (03)
  • [40] An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI
    Li, Yi
    Chen, Jia
    Wang, Linfang
    Zhang, Woyu
    Guo, Zeyu
    Wang, Jun
    Han, Yongkang
    Li, Zhi
    Wang, Fei
    Dou, Chunmeng
    Xu, Xiaoxin
    Yang, Jianguo
    Wang, Zhongrui
    Shang, Dashan
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2023, 70 (06) : 1871 - 1875
12345