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Variation Enhanced Attacks Against RRAM-Based Neuromorphic Computing System 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1588-1596
作者:  Lv, Hao;  Li, Bing;  Zhang, Lei;  Liu, Cheng;  Wang, Ying
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Security  Hardware  Neuromorphic engineering  Computational modeling  Circuit faults  Resistance  Immune system  Adversarial attack  fault injection attack  neuromorphic computing system (NCS)  processing in memory  reliability  resistive memory  
On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437
作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12
Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault  
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:  He, Zhen;  Shi, Cong;  Wang, Tengxiao;  Wang, Ying;  Tian, Min;  Zhou, Xichuan;  Li, Ping;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Neurons  Hardware  System-on-chip  Costs  Training  Field programmable gate arrays  Computational modeling  Neuromorphic computing  spiking neural network  extreme learning machine  spike-timing-dependent plasticity  reward-modulated  on-chip learning  
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features 期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:  Wang, Tengxiao;  Shi, Cong;  Zhou, Xichuan;  Lin, Yingcheng;  He, Junxian;  Gan, Ping;  Li, Ping;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Neuromorphic computing  Spiking neural networks  SNN  Compressive sensing  Object classification  Multi-spike encoding  
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  
Processor Design Space Exploration via Statistical Sampling and Semi-Supervised Ensemble Learning 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 25495-25505
作者:  Li, Dandan;  Yao, Shuzhen;  Wang, Ying
收藏  |  浏览/下载：46/0  |  提交时间：2019/12/10
Design space exploration  Latin hypercube sampling  adaboost  microprocessor design  
Exploiting Lightweight Statistical Learning for Event-Based Vision Processing 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 19396-19406
作者:  Shi, Cong;  Li, Jiajun;  Wang, Ying;  Luo, Gang
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/10
Address-event representation (AER)  dynamic vision sensor (DVS)  random ferns  statistical learning  neuromorphic processing  
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  
RISO: Enforce Noninterfered Performance With Relaxed Network-on-Chip Isolation in Many-Core Cloud Processors 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2015, 卷号: 23, 期号: 12, 页码: 3053-3064
作者:  Lu, Hang;  Fu, Binzhang;  Wang, Ying;  Han, Yinhe;  Yan, Guihai;  Li, Xiaowei
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/13
Cloud processor  networks-on-chip (NoCs)  performance isolation  relaxed isolation (RISO)  workload consolidation