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Network Pruning for Bit-Serial Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AI accelerators  neural networks (NNs)  NN compression  
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：7/0  |  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：27/0  |  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)  
An Edge 3D CNN Accelerator for Low-Power Activity Recognition 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 5, 页码: 918-930
作者:  Wang, Ying;  Wang, Yongchen;  Shi, Cong;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Three-dimensional displays  Two dimensional displays  Arrays  Feature extraction  System-on-chip  Redundancy  3D CNN  activity analysis  CNN accelerator  network-on-chip  video  
Field-Free 3T2SOT MRAM for Non-Volatile Cache Memories 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, 卷号: 67, 期号: 12, 页码: 4660-4669
作者:  Wu, Bi;  Wang, Chao;  Wang, Zhaohao;  Wang, Ying;  Zhang, Deming;  Liu, Dijun;  Zhang, Youguang;  Hu, Xiaobo Sharon
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Random access memory  Magnetic tunneling  Switches  Reliability  Tunneling magnetoresistance  Metals  Transistors  SOT-MRAM  low power  high speed  high reliability  
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:  He, Wei;  Huang, Jinguo;  Wang, Tengxiao;  Lin, Yingcheng;  He, Junxian;  Zhou, Xichuan;  Li, Ping;  Wang, Ying;  Wu, Nanjian;  Shi, Cong
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
address-event representation (AER)  Random Ferns  object classification  neuromorphic hardware  online learning  on-chip learning  
A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs With Thermal Consideration 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 4, 页码: 803-815
作者:  Wu, Bi;  Dai, Pengcheng;  Cheng, Yuanqing;  Wang, Ying;  Yang, Jianlei;  Wang, Zhaohao;  Liu, Dijun;  Zhao, Weisheng
收藏  |  浏览/下载：52/0  |  提交时间：2020/12/10
System-on-chip  Computer architecture  Magnetic tunneling  Transistors  Switches  Thermal sensors  Organizations  Cache  data migration  low power  spin transfer torque magnetic memory (STT-MRAM)  thermal gradient  
Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2020, 卷号: 67, 期号: 1, 页码: 108-120
作者:  Wu, Bi;  Dai, Pengcheng;  Wang, Zhaohao;  Wang, Chao;  Wang, Ying;  Yang, Jianlei;  Cheng, Yuanqing;  Liu, Dijun;  Zhang, Youguang;  Zhao, Weisheng;  Hu, Xiaobo Sharon
收藏  |  浏览/下载：49/0  |  提交时间：2020/12/10
NAND-SPIN  spin orbit torque (SOT) MRAM  last level cache  write throughput  high performance  
A Case of On-Chip Memory Subsystem Design for Low-Power CNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2018, 卷号: 37, 期号: 10, 页码: 1971-1984
作者:  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Convolutional neural network (CNN)  deep learning  low power  memory subsystem  
Power-Utility-Driven Write Management for MLC PCM 期刊论文
ACM JOURNAL ON EMERGING TECHNOLOGIES IN COMPUTING SYSTEMS, 2017, 卷号: 13, 期号: 3, 页码: 22
作者:  Li, Bing;  Hu, Yu;  Wang, Ying;  Ye, Jing;  Li, Xiaowei
收藏  |  浏览/下载：54/0  |  提交时间：2019/12/12
Phase change memory  multi-level  main memory  power  write management  optimization