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Is quantum optimization ready? An effort towards neural network compression using adiabatic quantum computing 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2026, 卷号: 174, 页码: 11
作者:  Wang, Zhehui;  Choong, Benjamin Chen Ming;  Huang, Tian;  Gerlinghoff, Daniel;  Goh, Rick Siow Mong;  Liu, Cheng;  Luo, Tao
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Adiabatic quantum computing  Quantum annealing  Neural network optimization  Model compression  
LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20
作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
A near-threshold memristive computing-in-memory engine for edge intelligence 期刊论文
NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 10
作者:  Wang, Linfang;  Li, Weizeng;  Zhou, Zhidao;  An, Junjie;  Ye, Wang;  Li, Zhi;  Gao, Hanghang;  Hu, Hongyang;  Liu, Jing;  Chen, Xiaoming;  Li, Ling;  Liu, Qi;  Seok, Mingoo;  Dou, Chunmeng;  Liu, Ming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2025, 卷号: 47, 期号: 6, 页码: 5059-5075
作者:  Zhang, Rui;  Meng, Qi;  Zhu, Rongchan;  Wang, Yue;  Shi, Wenlei;  Zhang, Shihua;  Ma, Zhi-Ming;  Liu, Tie-Yan
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Training  Monte Carlo methods  Spatiotemporal phenomena  Accuracy  Probabilistic logic  Neural networks  Numerical models  Mathematical models  Finite difference methods  Diffusion processes  Neural PDE solver  Monte Carlo method  Feynman-Kac formula  AI for PDE  
Lossless data compression by large models 期刊论文
NATURE MACHINE INTELLIGENCE, 2025, 卷号: 7, 期号: 5, 页码: 794-799
作者:  Li, Ziguang;  Huang, Chao;  Wang, Xuliang;  Hu, Haibo;  Wyeth, Cole;  Bu, Dongbo;  Yu, Quan;  Gao, Wen;  Liu, Xingwu;  Li, Ming
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Resistive memory-based zero-shot liquid state machine for multimodal event data learning 期刊论文
NATURE COMPUTATIONAL SCIENCE, 2025, 卷号: 5, 期号: 1, 页码: 37-47
作者:  Lin, Ning;  Wang, Shaocong;  Li, Yi;  Wang, Bo;  Shi, Shuhui;  He, Yangu;  Zhang, Woyu;  Yu, Yifei;  Zhang, Yue;  Zhang, Xinyuan;  Wong, Kwunhang;  Wang, Songqi;  Chen, Xiaoming;  Jiang, Hao;  Zhang, Xumeng;  Lin, Peng;  Xu, Xiaoxin;  Qi, Xiaojuan;  Wang, Zhongrui;  Shang, Dashan;  Liu, Qi;  Liu, Ming
收藏  |  浏览/下载：37/0  |  提交时间：2025/06/25
FPIA: Communication-Aware Multi-Chiplet Integration With Field-Programmable Interconnect Fabric on Reusable Silicon Interposer 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2024, 页码: 13
作者:  Jiao, Bo;  Xu, Lei;  Yu, Xinyu;  Yang, Haitao;  Zhu, Haozhe;  Wang, Yu;  Zhu, Jundong;  Wen, Dexin;  Wang, Lingli;  Tao, Jun;  Chen, Chixiao;  Han, Yinhe;  Liu, Qi;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：35/0  |  提交时间：2024/12/06
Chiplet integration  silicon interposer  placement  routing  communication-aware  
SLAM-CIM: A Visual SLAM Backend Processor With Dynamic-Range-Driven-Skipping Linear-Solving FP-CIM Macros 期刊论文
IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2024, 页码: 13
作者:  Li, Mengjie;  Zhu, Haozhe;  He, Siqi;  Zhang, Hongyi;  Liao, Jie;  Zhai, Danfeng;  Chen, Chixiao;  Liu, Qi;  Zeng, Xiaoyang;  Sun, Ninghui;  Liu, Ming
收藏  |  浏览/下载：47/0  |  提交时间：2024/12/06
Simultaneous localization and mapping  Sorting  In-memory computing  Visualization  Energy efficiency  Optimization  Common Information Model (computing)  Compute in memory (CIM)  floating point (FP)  linear system solver  simultaneous localization and mapping (SLAM)  
10-Million Atoms Simulation of First-Principle Package LS3DF 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2024, 卷号: 39, 期号: 1, 页码: 45-62
作者:  Yan, Yu-Jin;  Li, Hai-Bo;  Zhao, Tong;  Wang, Lin-Wang;  Shi, Lin;  Liu, Tao;  Tan, Guang-Ming;  Jia, Wei-Le;  Sun, Ning-Hui
收藏  |  浏览/下载：41/0  |  提交时间：2024/12/06
single instruction multiple thread accelerator  electronic structure  high-performance computing  linearly scaling three-dimensional fragment (LS3DF)  
机器人计算发展研究 期刊论文
中国科学院院刊, 2024, 卷号: 39, 期号: 11, 页码: 1956
作者:  刘少山;  甘一鸣;  韩银和
收藏  |  浏览/下载：10/0  |  提交时间：2025/12/04
autonomous machine computing  artificial intelligence  advanced semiconductors  机器人计算  人工智能  先进半导体