HARDWARE

作品数:412被引量:285H指数:8
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相关作者:张驰马志程魏光禧郑友德赵籍九更多>>
相关机构:中国科学院齐鲁工业大学甘肃省电力公司信息通信公司清华大学更多>>
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相关基金:国家自然科学基金国家高技术研究发展计划国家重点基础研究发展计划中国博士后科学基金更多>>
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Mitigating methodology of hardware non-ideal characteristics for non-volatile memory based neural networks
《Science China(Information Sciences)》2025年第2期303-317,共15页Lixia HAN Peng HUANG Yijiao WANG Zheng ZHOU Haozhang YANG Yiyang CHEN Xiaoyan LIU Jinfeng KANG 
supported in part by National Key R&D Program of China(Grant No.2023YFB4402405);National Natural Science Foundation of China(Grant Nos.92064001,62101018);Joint Funds of the National Natural Science Foundation of China(Grant No.U20A20204);111 Project(Grant No.B18001)。
Non-volatile memory-based computing-in-memory(nvCIM)paradigm has been extensively studied to boost the energy efficiency of neural network accelerators in edge applications.However,the degradation of inference accurac...
关键词:computing in memory neural network accelerators non-volatile memory hardware non-ideal characteristics software-hardware co-design 
Embodied computational imaging:a new paradigm for observing and analyzing spatiotemporally ultrasensitive phenomena at multiple scales
《Science China(Information Sciences)》2024年第11期350-352,共3页Baoquan CHEN Zhouchen LIN Peng XI Yebin LIU Xiaodian CHEN 
Imaging is the foundational tool for scientists to observe and understand the world.It has served as the basis for scientific discoveries over human history.In recent years,with the rapid advancement of artificial int...
关键词:jointly HARDWARE scales 
Hardware-oriented algorithms for softmax and layer normalization of large language models
《Science China(Information Sciences)》2024年第10期81-95,共15页Wenjie LI Dongxu LYU Gang WANG Aokun HU Ningyi XU Guanghui HE 
supported by National Natural Science Foundation of China (Grant No. 62074097)。
While large language models(LLMs) have sparked a new revolution in the field of natural language processing(NLP), their hardware accelerators have garnered tremendous attention. However, softmax and layer normalizatio...
关键词:large language model softmax layer normalization hardware architecture Transformer 
CoDetect:cooperative anomaly detection with privacy protection towards UAV swarm
《Science China(Information Sciences)》2024年第5期321-322,共2页Teng LI Weiguo LIN Ruichen MA Zhuo MA Yulong SHEN Jianfeng MA 
funded by National Key Research and Development Program of China(Grant No.2023YFB2904000);National Natural Science Foundation of China(Grant Nos.62272370,U21A20464);Fundamental Research Funds for the Central Universities(Grant No.QTZX23071);Young Elite Scientists Sponsorship Program by CAST(Grant No.2022QNRC001);China 111 Project(Grant No.B16037);Qinchuangyuan Scientist+Engineer Team Program of Shaanxi(Grant No.2024QCY-KXJ-149).
As mission scenarios grow more complex,the role of a single unmanned aerial vehicle(UAV)is limited.The UAV swarm,surpassing the single UAV,dynamically establishes temporary communication networks,ensuring high transmi...
关键词:COMMUNICATION environments HARDWARE 
Impact of non-ideal UE hardware on cell-free massive MIMO network with centralized operation
《Science China(Information Sciences)》2024年第4期251-267,共17页Ning LI Pingzhi FAN 
supported by National Natural Science Foundation of China(Grant No.62020106001);111 Project(Grant No.111-2-14)。
This paper investigates the impact of non-ideal user equipment(UE)hardware on a cell-free(CF)massive MIMO(mMIMO)network with centralized operation under spatially correlated channels.The minimum mean-squared error(MMS...
关键词:cell-free massive MIMO centralized operation spatially correlated channels hardware impairments channel estimation uplink spectral efficiency optimal receive combining pilot length design fractional power control 
A smart hybrid memory scheduling approach using neural models
《Science China(Information Sciences)》2024年第4期329-330,共2页Yanjie ZHEN Huijun ZHANG Yongheng DENG Weining CHEN Wei GAO Ju REN Yu CHEN 
supported by Preresearch Project(Grant No.31511100101);National Excellent Youth Scientists Fund of China(Grant No.62122095)。
Traditional dynamic random access memory is limited by its low capacity and high cost because of the increasing demand for the memory capacity of applications.Hybrid memory architectures,including new memory hardware ...
关键词:HARDWARE NEURAL APPROACH 
A 3.3-Mbit/s true random number generator based on resistive random access memory
《Science China(Information Sciences)》2023年第11期307-308,共2页Shiyue SONG Peng HUANG Wensheng SHEN Lifeng LIU Jinfeng KANG 
supported in part by National Key Research and Development Program of China(Grant No.2019YFB2205100);National Natural Science Foundation of China(Grant Nos.61874006,61834001);111 Project Program(Grant No.B18001)。
In the era of mobile computing and the Internet of Things,hardware security systems have become ever-increasingly crucial.Resistive random access memory(RRAM)has gained increasing interest in stochastic computing and ...
关键词:HARDWARE RRAM RANDOM 
Two-dimensional materials-based integrated hardware被引量:5
《Science China(Information Sciences)》2023年第6期1-21,共21页Zhuiri PENG Runfeng LIN Zheng LI Langlang XU Xiangxiang YU Xinyu HUANG Wenhao SHI Xiao HE Xiaohan MENG Lei TONG Xiangshui MIAO Lei YE 
supported by National Natural Science Foundation of China (Grant Nos.62222404,61974050);National Key Research and Development Plan of China (Grant Nos.2021YFB3601200,2019YFB2205100);Research Grants Council of Hong Kong (Grant No.PDFS2223-4S06);Open Fund of State Key Laboratory of Infrared Physics。
In recent years,two-dimensional(2D)materials-based fundamental preparing process such as high-quality wafer-level single crystal thin film synthesis technology and high-performance electrode preparing technology has d...
关键词:two-dimensional materials integrated circuit integrated sensor integrated optoelectronics 
Low-cost real-time VLSI system for high-accuracy optical flow estimation using biological motion features and random forests
《Science China(Information Sciences)》2023年第5期297-298,共2页Cong SHI Junxian HE Shrinivas PUNDLIK Xichuan ZHOU Nanjian WU Gang LUO 
supported in part by National Key Research and Development Program of China(Grant No.2019YFB2204303);Science and Technology on Analogue Integrated Circuit Laboratory(Grant No.JCKY2019210C060);National Natural Science Foundation of China(Grant No.61434004);Key Project of Chongqing Science and Technology Foundation(Grant Nos.cstc2019jcyj-zdxm X0017,cstc2021ycjh-bgzxm0031)。
This study proposes a low-cost,real-time,very large-scale integration(VLSI)architecture for optical flow estimation.The architecture adopts parallel spatiotemporal filters to extract bio-inspired motion features at ea...
关键词:HARDWARE estimation MOTION 
A revisited security evaluation of Simeck family ciphers against impossible differential cryptanalysis
《Science China(Information Sciences)》2023年第3期293-294,共2页Kai ZHANG Xuejia LAI Lei WANG Jie GUAN Bin HU 
supported by National Natural Science Foundation of China(Grant Nos.61802437,61972248,61902428,62102448);China Postdoctoral Science Foundation(Grant No.2020M681314).
Simeck is a family of lightweight block ciphers proposed at CHES 2015[1].The round function and key schedule of Simeck were inspired by SIMON and SPECK,which were proposed by the U.S.National Security Agency in 2013.C...
关键词:impossible LIGHTWEIGHT HARDWARE 
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