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DeePMD-kit v2: A software package for deep potential models 期刊论文
JOURNAL OF CHEMICAL PHYSICS, 2023, 卷号: 159, 期号: 5, 页码: 24
作者:  Zeng, Jinzhe;  Zhang, Duo;  Lu, Denghui;  Mo, Pinghui;  Li, Zeyu;  Chen, Yixiao;  Rynik, Marian;  Huang, Li'ang;  Li, Ziyao;  Shi, Shaochen;  Wang, Yingze;  Ye, Haotian;  Tuo, Ping;  Yang, Jiabin;  Ding, Ye;  Li, Yifan;  Tisi, Davide;  Zeng, Qiyu;  Bao, Han;  Xia, Yu;  Huang, Jiameng;  Muraoka, Koki;  Wang, Yibo;  Chang, Junhan;  Yuan, Fengbo;  Bore, Sigbjorn Loland;  Cai, Chun;  Lin, Yinnian;  Wang, Bo;  Xu, Jiayan;  Zhu, Jia-Xin;  Luo, Chenxing;  Zhang, Yuzhi;  Goodall, Rhys E. A.;  Liang, Wenshuo;  Singh, Anurag Kumar;  Yao, Sikai;  Zhang, Jingchao;  Wentzcovitch, Renata;  Han, Jiequn;  Liu, Jie;  Jia, Weile;  York, Darrin M.;  E, Weinan;  Car, Roberto;  Zhang, Linfeng;  Wang, Han
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
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：7/0  |  提交时间：2023/12/04
AutoML  bit-pruning  deep neural networks (DNNs)  resistive random access memory (RRAM)  
Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文
ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23
作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling  
Visual (EC)-C-2: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities 期刊论文
IEEE WIRELESS COMMUNICATIONS, 2023, 卷号: 30, 期号: 3, 页码: 204-210
作者:  Yang, Zheming;  Hu, Dieli;  Guo, Qi;  Zuo, Lulu;  Ji, Wen
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
6G mobile communication  Wireless communication  Visualization  Energy consumption  Smart cities  Computer architecture  Carbon dioxide  
Swarm Intelligence-Based Task Scheduling for Enhancing Security for IoT Devices 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 6, 页码: 1756-1769
作者:  Zhou, Junlong;  Shen, Yufan;  Li, Liying;  Zhuo, Cheng;  Chen, Mingsong
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Security  Internet of Things  Task analysis  Logic gates  Servers  Particle swarm optimization  Optimization  Energy efficiency  fund  Index Terms  Internet of Things (IoT)  mixed-integer linear programming (MILP)  security  swarm intelligence  task scheduling  
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  
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  
Optimizing Training Efficiency and Cost of Hierarchical Federated Learning in Heterogeneous Mobile-Edge Cloud Computing 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1518-1531
作者:  Cui, Yangguang;  Cao, Kun;  Zhou, Junlong;  Wei, Tongquan
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Training  Servers  Cloud computing  Delays  Costs  Computational modeling  Prototypes  Device frequency determination  federated learning (FL)  high efficiency  low cost  mobile-edge cloud computing (MECC)  user selection  
LMM: A Fixed-Point Linear Mapping Based Approximate Multiplier for IoT 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 2, 页码: 298-308
作者:  Qian, Wei-Kang;  Chen, Ke;  Liu, Wei-Qiang;  Li, Hua-Wei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
approximate computing  fixed-point  linear mapping  multiplier  Internet of Things (IoT)  
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