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ARCHITECTURE: 作品数：1266被引量：2158H指数：19; 导出分析报告; 相关领域：自动化与计算机技术更多>>; 相关作者：胡凯杨志斌马殿富徐姝沈一更多>>; 相关机构：同济大学清华大学复旦大学重庆大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划国家高技术研究发展计划中国博士后科学基金更多>>

SWG:an architecture for sparse weight gradient computation被引量：1: 《Science China(Information Sciences)》2024年第2期298-317,共20页Weiwei WU Fengbin TU Xiangyu LI Shaojun WEI Shouyi YIN; supported in part by National Natural Science Foundation of China(Grant Nos.U19B2041,62125403,92164301);National Key Research and Development Program(Grant No.2021ZD0114400);Science and Technology Innovation 2030–New Generation of AI Project(Grant No.2022ZD0115201);Beijing National Research Center for Information Science and Technology;Beijing Advanced Innovation Center for Integrated Circuits.; On-device training for deep neural networks(DNN)has become a trend due to various user preferences and scenarios.The DNN training process consists of three phases,feedforward(FF),backpropagation(BP),and weight gradien...; 关键词：CNN TRAINING gradient computation SPARSITY ARCHITECTURE

Litho-Asym Vnet:super-resolution lithography modeling with an asymmetric V-net architecture: 《Science China(Information Sciences)》2023年第12期297-298,共2页Qing ZHANG Yuhang ZHANG Wei LU Huajie HUANG Zheng ZHONG Congshu ZHOU Yongfu LI; supported by National Natural Science Foundation of China (Grant Nos.62141414,62350610271)。; Lithography simulation is key to the preparation of mask data and verification of mask patterns[1],which enhances design-to-wafer fidelity and minimizes distortions.However,the complexity of lithography simulation has...; 关键词：LITHOGRAPHY RESOLUTION ASYMMETRIC

Optimization-inspired manual architecture design and neural architecture search: 《Science China(Information Sciences)》2023年第11期96-108,共13页Yibo YANG Zhengyang SHEN Huan LI Zhouchen LIN; supported by National Key R&D Program of China(Grant No.2022ZD0160302);National Natural Science Foundation of China(Grant No.62276004)。; Neural architecture has been a research focus in recent years due to its importance in deciding the performance of deep networks.Representative ones include a residual network(Res Net)with skip connections and a dense...; 关键词：deep neural network manual architecture design neural architecture search image recognition optimization algorithms learning-based optimization

Rescue to the Curse of universality: 《Science China(Information Sciences)》2023年第9期130-146,共17页Yongwei ZHAO Zidong DU Qi GUO Zhiwei XU Yunji CHEN; National Key Research and Development Program of China(Grant No.2018AAA0103300);National Natural Science Foundation of China(Grant Nos.61925208,62102398,U19B2019);Strategic Priority Research Program of Chinese Academy of Science(Grant No.XDB32050200);Beijing Academy of Artificial Intelligence(BAAI)and Beijing Nova Program of Science and Technology(Grant No.Z191100001119093);CAS Project for Young Scientists in Basic Research(Grant No.YSBR-029);Youth Innovation Promotion Association CAS and Xplore Prize。; From the very beginning of computers,universality has been the core focus in the building of computing machines,such as the universal Turing machine,von Neumann architecture,random-access machines,and universal circui...; 关键词：UNIVERSALITY general-purpose architecture specialized architecture deep learning processor universal circuit

Quantum NETwork:from theory to practice: 《Science China(Information Sciences)》2023年第8期99-143,共45页Kun FANG Jingtian ZHAO Xiufan LI Yifei LI Runyao DUAN; The quantum internet is envisioned as the ultimate stage of the quantum revolution,which surpasses its classical counterpart in various aspects,such as the efficiency of data transmission,the security of network servi...; 关键词：quantum network quantum internet quantum network architecture quantum network proto-col quantum network simulation quantum software toolkit

A software-defined MAPE-K architecture for unmanned systems: 《Science China(Information Sciences)》2023年第5期282-284,共3页Mingyue JIANG Libin ZHENG Zuohua DING Zhi JIN; supported by National Natural Science Foundation of China(Grant Nos.61210004,61170015,61751210,61802349);Zhejiang Provincial Natural Science Foundation of China(Grant No.LY20F020021)。; Dear editor,With the advances in software,sensors,and communication technologies,there is rapid development in unmanned systems.An unmanned system consists of unmanned vehicles,a control system and a communication sys...; 关键词：EDITOR SYSTEM ARCHITECTURE

Toward ubiquitous and intelligent 6G networks:from architecture to technology被引量：9: 《Science China(Information Sciences)》2023年第3期1-2,共2页Wei XU Yongming HUANG Wei WANG Fusheng ZHU Xinsheng JI; The sixth-generation(6G)network is envisioned to support growing Internet connections with the requirements of higher transmission rate,higher reliability,lower latency,etc.While conventional methods are hard to meet ...; 关键词：NETWORK NETWORKS INTELLIGENT

Ultra-wideband fiber-THz-fiber seamless integration communication system toward 6G:architecture,key techniques,and testbed implementation被引量：6: 《Science China(Information Sciences)》2023年第1期292-309,共18页Min ZHU Jiao ZHANG Bingchang HUA Mingzheng LEI Yuancheng CAI Liang TIAN Dongming WANG Wei XU Chuan ZHANG Yongming HUANG Jianjun YU Xiaohu YOU; supported by National Key R&D Program of China (Grant Nos.2020YFB1807205,2020YFB1806600);Major Key Project of PCL (Grant No.PCL2021A01-2)。; Terahertz(THz)communication is widely regarded as the key component of future 6G mobile communication systems.Through comparative analysis of some of the main existing technical routes of THz up-conversion and down-co...; 关键词：6G THz wireless communication optical fiber communication seamlessly converged architecture real-time communication

SWVM:a light-weighted virtualization platform based on Sunway CPU architecture: 《Science China(Information Sciences)》2022年第6期254-256,共3页Jianguo YAO Qiumin LU Xingyan WANG Chao WANG Hanyang MA Haibing GUAN; supported in part by National Key Research&Development Program of China(Grant No.2018YFB1003603);National Natural Science Foundation of China(Grant Nos.61772339,61572322);the National Defense(Grant No.61400010107)。; Dear editor,The national-dominated Sunway CPU architecture[1-3]is now becoming mature in supporting professional application areas from large-scale numeric computing in supercomputer to maintaining online services in ...; 关键词：SERVICES EDITOR COMPUTER

EAT-NAS: elastic architecture transfer for accelerating large-scale neural architecture search被引量：2: 《Science China(Information Sciences)》2021年第9期99-111,共13页Jiemin FANG Yukang CHEN Xinbang ZHANG Qian ZHANG Chang HUANG Gaofeng MENG Wenyu LIU Xinggang WANG; This work was in part supported by National Natural Science Foundation of China(NSFC)(Grant Nos.61876212,61976208,61733007);Zhejiang Lab(Grant No.2019NB0AB02);HUST-Horizon Computer Vision Research Center。; Neural architecture search(NAS) methods have been proposed to relieve human experts from tedious architecture engineering. However, most current methods are constrained in small-scale search owing to the issue of huge...; 关键词：architecture transfer neural architecture search evolutionary algorithm large-scale dataset

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