作者： Mingsong Li;Wei Li;Yikun Liu;Yuwen Huang;Gongping Yang （¹School of Software, Shandong University, Jinan, China ²School of Information and Electronics, Beijing Institute of Technology, Beijing, China ³Beijing Key Laboratory of Fractional Signals and Systems, Beijing Institute of Technology, Beijing, China ⁴School of Computer, Heze University, Heze, China）

出处： IEEE Transactions on Geoscience and Remote Sensing 2023 Vol.61 P1

关键词： Manifolds;Covariance matrices;Three-dimensional displays;Task analysis;Feature extraction;Spatial resolution;Imaging

摘要： For the abundant spectral and spatial information recorded in hyperspectral images (HSIs), fully exploring spectral-spatial relationships has attracte ...

作者： Qiankun Li^1,2;Xianwang Yu³;Junxin Chen⁴;Ben-Guo He⁵;Wei Wang^6,7;Danda B. Rawat⁸;Zhihan Lyu⁹; （¹Hefei Institutes of Physical Science, Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei, China ²Department of Automation, University of Science and Technology of China, Hefei, China ³School of Automotive Studies, Institute of Intelligent Vehicles, Tongji University, Shanghai, China ⁴School of Software, Dalian University of Technology, Dalian, China ⁵Key Laboratory of Ministry of Education on Safe Mining of Deep Metal Mines, Northeastern University, Shenyang, China ⁶Department of Engineering, Shenzhen MSU-BIT University, Shenzhen, China ⁷School of Medical Technology, Beijing Institute of Technology, Beijing, China ⁸Department of Electrical and Computer Science, Howard University, Washington, DC, USA ⁹Department of Game Design, Faculty of Arts, Uppsala University, Uppsala, Sweden）

出处： IEEE Transactions on Intelligent Transportation Systems 2023 P1-13

关键词： Lane detection;Shape;Roads;Transformers;Mathematical models;Computational modeling;Task analysis

摘要： Lane detection is an important task in the field of automatic driving. Since lane lines usually have complex topologies and exist in various complex s ...

作者： Xu Qian^{1   2   3};Song Xian^{1   2   3};Su Yifei⁴;Guo Wei⁵;Hanruo Liu^{6   7};Xi Xiaoming⁸;Chunyan Chu⁹;Yin Yilong¹⁰;Yu Shuang⁹;Ma Kai⁹;Cheng Mei^{1   2   3};Qu Yi^{11   12   13}; （¹ Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China. ² Key Laboratory of Cardiovascular Proteomics of Shandong Province, Jinan, China. ³ Jinan Clinical Research Center for Geriatric Medicine (202132001), Jinan, China. ⁴ Global Health Research Center, Duke Kunshan University, No. 8 Duke Avenue, Kunshan, Jiangsu Province, 215316, China. ⁵ Lunan Eye Hospital, Linyi, 276000, China. ⁶ Beijing Tongren Hospital, Capital Medical University, Beijing, 100730, China. ⁷ School of Information and Electronics, Beijing Institute of Technology, Beijing, 100730, China. ⁸ School of Computer Science and Technology, Shandong Jianzhu University, Jinan, 250101, China. ⁹ Tencent Healthcare, Shenzhen, 51800, China. ¹⁰ School of Software, Shandong University, Jinan, 250101, China. ¹¹ Department of Geriatric Medicine, Qilu Hospital of Shandong University, No. 107, Wenhuaxi Road, Jinan, 250012, China. yiqucn@sdu.edu.cn. ¹² Key Laboratory of Cardiovascular Proteomics of Shandong Province, Jinan, China. yiqucn@sdu.edu.cn. ¹³ Jinan Clinical Research Center for Geriatric Medicine (202132001), Jinan, China. yiqucn@sdu.edu.cn.）

出处： Eye (London, England) 2023

摘要： Objectives: To conduct an external validation of an automated artificial intelligence (AI) diagnostic system using fundus photographs from a real-life ...

作者： Bi, Jing¹; Yuan, Haitao²; Zhang, Kaiyi³; Zhou, Mengchu⁴ （¹School of Software, Beijing University of Technology, 12496 Beijing, Beijing, China, (e-mail: bijing@bjut.edu.cn);²School of Automation Science and Electrical Engineering, Beihang University, Beijing, Beijing, China, 100191 (e-mail: haitao.yuan@njit.edu);³School of Software, Beijing Institute of Technology, 47833 Beijing, Beijing, China, (e-mail: kaiyi.zhang@emails.bjut.edu.cn);⁴Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, New Jersey, United States, 07102 (e-mail: zhou@njit.edu)）

出处： IEEE Transactions on Emerging Topics in Computing 2022

作者： Xiong, Ling¹;Peng, Tu²;Li, Fagen¹;Zeng, Shengke¹;Wu, Hanzhou³; （¹School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China;²School of Software, Beijing Institute of Technology, Beijing, China;³School of Communication and Information Engineering, Shanghai University, Shanghai, China）

出处： IEEE Systems Journal 2022 P1-12

摘要： Wireless sensor network (WSN), as one of the core technology in the Industrial Internet of Things (IIoT) system, plays a critical role in collecting d ...

作者： Deng, Nan¹; Gengy, Shichao²; Hao, Shaorui³; Zhang, Qin¹; Liz, Lanjuan³ （¹School of Software Engineering, Beijing Institute of Technology, Beijing, China;²School of Communication, Shandong Normal University, Shandong, China;³The First Affiliated Hospital, Zhejiang University, Zhejiang, China）

出处： International Journal of Information and Communication Technology 2022 Vol.20 No.4 P439-462

作者： Yifan Wang¹;Tianyu Fu²;Yan Wang³;Deqiang Xiao¹;Yucong Lin⁴;Jingfan Fan¹;Hong Song⁵;Fangyi Liu⁶;Jian Yang⁷; （¹ School of Optics and Photonics, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Beijing, Beijing, 100081, CHINA. ² School of Medical Technology, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Beijing, 100081, CHINA. ³ Department of Interventional Ultrasound, Chinese PLA General Hospital, PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, Beijing, Beijing, 100853, CHINA. ⁴ School of Medical Technology, Beijing Institute of Technology, No.5, South Avenue, Zhongguancun, Haidian District, Beijing, China, Beijing, Beijing, 100081, CHINA. ⁵ School of Software, Beijing Institute of Technology, No. 5 Zhongguancun South Street, Beijing, Beijing, 100081, CHINA. ⁶ Chinese PLA General Hospital, 28 Fuxing Road, Beijing, Beijing, 100853, CHINA. ⁷ School of Optics and Photonics, Beijing Institute of Technology, NO.5 Zhongguancun south street, Beijing, 100081, CHINA.）

出处： Physics in medicine and biology 2022

关键词： multi-templates;refinement;respiratory motion;target tracking;ultrasound sequence.

摘要： Objective: Radiation therapy requires a precise target location. However, respiratory motion increases the uncertainties of the target location. Accur ...

作者： 董丽亚，何虎，王麒淋，杨旭 （清华大学微电子与纳电子学系；北京理工大学软件学院）

出处： 计算机工程与设计 2021 第42卷 第9期 P2462-2471

关键词： 人工智能；脉冲神经网络；网络结构；学习算法；监督学习；斗地主；突触可塑性规则；赫布规则

摘要： 随着人工智能的发展,目前主流的神经网络面临着计算量大、功耗高、智能化程度低等问题。为解决以上问题,根据人脑的特性,提出具有普适性的多层脉冲神经网络结构,利用生物学的因果律提出脉冲神经网络算法。通过控制“引导”神经元的激活时间间接调整目标权值,将算法应用在扑克游戏中,使扑克机器人能够学习一个人的打牌能 ...

作者： Zhang, Kunning¹;Zhao, Shuo¹;He, Hu¹;Deng, Ning¹;Yang, Xu²; （¹Institute of Microelectronics, Tsinghua University, Beijing, 100084, China;²School of Software, Beijing Institute of Technology, Beijing, 100081, China）

出处： Jisuanji Gongcheng/Computer Engineering 2021 Vol.47 No.4 P153-157

摘要： To improve the computation and energy efficiency of Convolutional Neural Network (CNN), this paper proposes a convolution accelerator with 8 bit fixed ...

作者： 张坤宁¹;赵烁¹;何虎¹;邓宁¹;杨旭² （¹清华大学微电子学研究所, 北京, 100084;²北京理工大学软件学院, 北京, 100081）

出处： 计算机工程 2021 第47卷 第4期 P153-157

关键词： 卷积加速；循环计算优化；数据复用；RISC-V处理器；SoC系统；软硬件协同设计

摘要： 为提高卷积神经网络(CNN)的计算效率和能效,以8 bit定点数据作为输入,设计一个支持激活、批标准化以及池化等CNN网络中常见计算类型的卷积加速器,优化循环计算顺序并将其与数据复用技术相结合,以提高卷积计算的效率。基于软硬件协同设计思想,构建包含RISC-V处理器和卷积加速器的SoC系统,RISC ...