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GAS: General-Purpose In-Memory-Computing Accelerator for Sparse Matrix Multiplication 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2024, 卷号: 73, 期号: 6, 页码: 1427-1441
作者:  Zhang, Xiaoyu;  Li, Zerun;  Liu, Rui;  Chen, Xiaoming;  Han, Yinhe
收藏  |  浏览/下载:2/0  |  提交时间:2024/12/06
Sparse matrices  FeFETs  Computer architecture  Arrays  Nonvolatile memory  Microprocessors  Vectors  Sparse matrix multiplication  in-memory computing  SpMV  SpMSpV  SpMM  SpMSpM  
An Energy-Efficient Computing-in-Memory (CiM) Scheme Using Field-Free Spin-Orbit Torque (SOT) Magnetic RAMs 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, 2023, 卷号: 11, 期号: 2, 页码: 331-342
作者:  Wu, Bi;  Zhu, Haonan;  Reis, Dayane;  Wang, Zhaohao;  Wang, Ying;  Chen, Ke;  Liu, Weiqiang;  Lombardi, Fabrizio;  Hu, Xiaobo Sharon
收藏  |  浏览/下载:15/0  |  提交时间:2023/12/04
Random access memory  Magnetic tunneling  Switches  Torque  Microprocessors  Adders  Simulation  Computing-in-memory  full adder  magnetic random access memory  spin orbit torque (SOT)  XNOR/XOR  
Saving Energy of RRAM-Based Neural Accelerator Through State-Aware Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 7, 页码: 2115-2127
作者:  He, Yintao;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:39/0  |  提交时间:2022/12/07
Computer architecture  Microprocessors  Resistance  Power demand  Training  Biological neural networks  Optimization  Low power (LP)  neural networks  processing-in-memory  resistive random-access memory (RRAM)  
A Fast Precision Tuning Solution for Always-On DNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 5, 页码: 1236-1248
作者:  Wang, Ying;  He, Yintao;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:35/0  |  提交时间:2022/12/07
Computer architecture  Neural networks  Computational modeling  Approximate computing  Tuning  Switches  Microprocessors  Always-on  CNN  computing-in-memory (CiM)  resistive RAM  
SODAR: Exploring Locally Aggregated Learning of Mask Representations for Instance Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 839-851
作者:  Wang, Tao;  Liew, Jun Hao;  Li, Yu;  Chen, Yunpeng;  Feng, Jiashi
收藏  |  浏览/下载:25/0  |  提交时间:2022/12/07
Computer architecture  Microprocessors  Image segmentation  Convolution  Predictive models  Shape  Computational modeling  Instance segmentation  object detection  one-stage  feature aggregation  mask representation  
Distributed Self-Clock: A Suitable Architecture for SFQ Circuits 期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2020, 卷号: 30, 期号: 7, 页码: 7
作者:  Yang, Jia-Hong;  Tang, Guang-Ming;  Zheng, Xiang-Yu;  Ye, Xiao-Chun;  Fan, Dong-Rui;  Zhang, Zhi-Min;  Sun, Ning-Hui
收藏  |  浏览/下载:402/0  |  提交时间:2020/12/10
Integrated circuit  microprocessors  single flux quantum (SFQ)  timing scheme