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Functional Testing and Repair for ReRAM-Based Deep-Learning Accelerators 期刊论文
IEEE DESIGN & TEST, 2025, 卷号: 42, 期号: 3, 页码: 66-73
作者:  Li, Wen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei;  Zou, Kaiwei
收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25
Accuracy  Fault tolerant systems  Fault tolerance  Deep learning  Image edge detection  Fault detection  Computational modeling  Training  Reliability  Hafnium  Deep Neural Network  ReRAM  Functional Test  Computing-in-Memory  
APoX-M: Accelerate deep point cloud analysis via adaptive graph construction 期刊论文
INTEGRATION-THE VLSI JOURNAL, 2025, 卷号: 101, 页码: 10
作者:  Dai, Lei;  Liang, Shengwen;  Wang, Ying;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：2/0  |  提交时间：2025/06/25
K nearest neighbor  Approximate nearest neighbor  Point cloud  Graph construction  
A fast test compaction method using dedicated Pure MaxSAT solver embedded in DFT flow 期刊论文
INTEGRATION-THE VLSI JOURNAL, 2025, 卷号: 100, 页码: 11
作者:  Chao, Zhiteng;  Zhang, Xindi;  Huang, Junying;  Liu, Zizhen;  Zhao, Yixuan;  Ye, Jing;  Cai, Shaowei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Static test compaction  Pure MaxSAT  DFT  ATPG  
On Modeling and Detecting Trojans in Instruction Sets 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 10, 页码: 3226-3239
作者:  Zhang, Ying;  He, Aodi;  Li, Jiaying;  Rezine, Ahmed;  Peng, Zebo;  Larsson, Erik;  Yang, Tao;  Jiang, Jianhui;  Li, Huawei
收藏  |  浏览/下载：15/0  |  提交时间：2024/12/06
Trojan horses  Security  Program processors  Companies  Inspection  Hardware security  Reverse engineering  Deep test for security  hidden instruction Trojan (HIT)  unbounded model checking (UMC)  VLSI test  
A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646
作者:  He, Yintao;  Li, Bing;  Wang, Ying;  Liu, Cheng;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：23/0  |  提交时间：2024/12/06
Task analysis  Sparse matrices  Convolution  Convolutional neural networks  Design automation  Neural networks  Integrated circuits  Graph convolutional network  hardware acceleration  processing-in-memory  
An Energy-Efficient In-Memory Accelerator for Graph Construction and Updating 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 6, 页码: 1781-1793
作者:  Chen, Mingkai;  Liu, Cheng;  Liang, Shengwen;  He, Lei;  Wang, Ying;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：23/0  |  提交时间：2024/12/06
Memory management  Buildings  Bandwidth  Hardware  Social networking (online)  Energy efficiency  Parallel processing  Graph construction  graph updating  near-data processing  nearest neighbors  power gating  stacked memory  
An Automatic Neural Network Architecture-and-Quantization Joint Optimization Framework for Efficient Model Inference 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 5, 页码: 1497-1510
作者:  Liu, Lian;  Wang, Ying;  Zhao, Xiandong;  Chen, Weiwei;  Li, Huawei;  Li, Xiaowei;  Han, Yinhe
收藏  |  浏览/下载：52/0  |  提交时间：2024/12/06
Optimization  Quantization (signal)  Computer architecture  Training  Computational modeling  Integrated circuit modeling  Convergence  Automatic joint optimization  efficient model inference  network quantization  neural architecture search (NAS)  
MRFI: An Open-Source Multiresolution Fault Injection Framework for Neural Network Processing 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2024, 页码: 11
作者:  Huang, Haitong;  Liu, Cheng;  Xue, Xinghua;  Liu, Bo;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：32/0  |  提交时间：2024/05/20
Biological neural networks  Hardware  Reliability  Computational modeling  Neural networks  Fault tolerant systems  Fault tolerance  Fault evaluation  fault injection  fault simulation  multiresolution  neural network reliability  
PDG: A Prefetcher for Dynamic Graph Updating 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 4, 页码: 1246-1259
作者:  Zhang, Xinmiao;  Liu, Cheng;  Ni, Jiacheng;  Cheng, Yuanqing;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：29/0  |  提交时间：2024/05/20
Prefetching  Arrays  Optimization  Runtime  Heuristic algorithms  Computers  Monitoring  Computer architecture  data prefetching  memory system  
Parallel Static Learning Toward Heterogeneous Computing Architectures 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 3, 页码: 983-993
作者:  Lin, Xiaoze;  Lai, Liyang;  Li, Huawei
收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06
Automatic test pattern generation (ATPG)  graphics processing unit (GPU)  multicore CPU  parallel acceleration  static learning