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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：2/0  |  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  
Soft Error Reliability Analysis of Vision Transformers 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 页码: 11
作者:  Xue, Xinghua;  Liu, Cheng;  Wang, Ying;  Yang, Bing;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
ABFT  fault-tolerance  soft errors  vision transformers (ViTs)  vulnerability analysis  
A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 7, 页码: 2364-2376
作者:  Qu, Songyun;  Li, Bing;  Zhao, Shixin;  Zhang, Lei;  Wang, Ying
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
AutoML  bit-pruning  deep neural networks (DNNs)  resistive random access memory (RRAM)  
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：14/0  |  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  
An Automated Quantization Framework for High-Utilization RRAM-Based PIM 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 3, 页码: 583-596
作者:  Li, Bing;  Qu, Songyun;  Wang, Ying
收藏  |  浏览/下载：31/0  |  提交时间：2022/12/07
Quantization (signal)  Neural networks  Computational modeling  Data models  Hardware  Resource management  Arrays  AutoML  neural network  processing-in-memory (PIM)  quantization  resistive memory (RRAM)  
Information retrieval: a view from the Chinese IR community 期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2020, 卷号: 15, 期号: 1, 页码: 15
作者:  Chen, Zhumin;  Cheng, Xueqi;  Dong, Shoubin;  Dou, Zhicheng;  Guo, Jiafeng;  Huang, Xuanjing;  Lan, Yanyan;  Li, Chenliang;  Li, Ru;  Liu, Tie-Yan;  Liu, Yiqun;  Ma, Jun;  Qin, Bing;  Wang, Mingwen;  Wen, Jirong;  Xu, Jun;  Zhang, Min;  Zhang, Peng;  Zhang, Qi
收藏  |  浏览/下载：69/0  |  提交时间：2020/12/10
information retrieval  redefinition  information  scope of retrieval  retrieval models  users  system architecture  evaluation  
CT-TEE Image Registration for Surgical Navigation of Congenital Heart Disease Based on a Cycle Adversarial Network 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 卷号: 2020, 页码: 8
作者:  Lu, Yunfei;  Li, Bing;  Liu, Ningtao;  Chen, Jia-Wei;  Xiao, Li;  Gou, Shuiping;  Chen, Linlin;  Huang, Meiping;  Zhuang, Jian
收藏  |  浏览/下载：68/0  |  提交时间：2020/12/10
DEEP LEARNING-BASED IMMUNOFLUORESCENCE ASSESSMENT OF GLOMERULAR DISEASES 期刊论文
NEPHROLOGY DIALYSIS TRANSPLANTATION, 2020, 卷号: 35, 页码: 388-388
作者:  Xia, Peng;  Lv, Zhilong;  Wen, Yu-bing;  Zhao, XueSong;  Wang, ChuanPeng;  Zheng, Hua;  Ye, Wei;  Qin, Yan;  Li, Xuemei;  Ren, Fei;  Chen, Limeng
收藏  |  浏览/下载：61/0  |  提交时间：2020/12/10
面向异构IoT设备协作的DNN推断加速研究 期刊论文
计算机研究与发展, 2020, 卷号: 57.0, 期号: 004, 页码: 709
作者:  孙胜;  李叙晶;  刘敏;  杨博;  过晓冰
收藏  |  浏览/下载：16/0  |  提交时间：2023/12/04
深度神经网络推断加速  异构设备协作  进化增强学习  多层预测模型  拆分策略  
面向稀疏卷积神经网络的GPU性能优化方法 期刊论文
软件学报, 2020, 卷号: 31, 期号: 9, 页码: 2944
作者:  董晓;  刘雷;  李晶;  冯晓兵
收藏  |  浏览/下载：14/0  |  提交时间：2023/12/04
neural networks  sparse  GPU  performance optimization  convolution  code generation  神经网络  稀疏  GPU  性能优化  卷积  代码生成