CONVOLUTION

作品数:628被引量:731H指数:11
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Single event effects evaluation on convolution neural network in Xilinx 28 nm system on chip
《Chinese Physics B》2024年第7期638-644,共7页赵旭 杜雪成 熊旭 马超 杨卫涛 郑波 周超 
Project supported by the National Natural Science Foundation of China(Grant No.12305303);the Natural Science Foundation of Hunan Province of China(Grant Nos.2023JJ40520,2021JJ40444,and 2019JJ30019);the Research Foundation of Education Bureau of Hunan Province of China(Grant No.20A430);the Science and Technology Innovation Program of Hunan Province(Grant No.2020RC3054);the Natural Science Basic Research Plan in the Shaanxi Province of China(Grant No.2023-JC-QN-0015);the Doctoral Research Fund of University of South China。
Convolutional neural networks(CNNs) exhibit excellent performance in the areas of image recognition and object detection, which can enhance the intelligence level of spacecraft. However, in aerospace, energetic partic...
关键词:single event effects convolutional neural networks alpha particle system on chip fault injection 
Super-resolution reconstruction algorithm for terahertz imaging below diffraction limit被引量:1
《Chinese Physics B》2023年第3期608-612,共5页王莹 祁峰 张子旭 汪晋宽 
"XingLiaoYingCai"Talents of Liaoning Province,China(Grant No.XLYC2007074);Shenyang Young and Middle-aged Science and Technology Innovation Talent Support Program(Grant No.RC200512);Project supported by“XingLiaoYingCai"Talents of Liaoning Province,China(Grant No.XLYC2007074);Shenyang Young and Middle-aged Science and Technology Innovation Talent Support Program(Grant No.RC200512),。
Terahertz(THz)imaging has drawn significant attention because THz wave has a unique capability to transient,ultrawide spectrum and low photon energy.However,the low resolution has always been a problem due to its long...
关键词:TERAHERTZ image processing complex convolution neural network 
Multi-function terahertz wave manipulation utilizing Fourier convolution operation metasurface被引量:2
《Chinese Physics B》2022年第5期350-354,共5页Min Zhong Jiu-Sheng Li 
Project supported by the National Natural Science Foundation of China(Grant Nos.61871355 and 61831012);the Talent Project of Zhejiang Provincial Department of Science and Technology(Grant No.2018R52043);the Research Funds for Universities of Zhejiang Province,China(Grant Nos.2020YW20 and 2021YW86)。
We propose a novel metasurface based on a combined pattern of outer C-shaped ring and inner rectangular ring.By Fourier convolution operation to generating different predesigned sequences of metasurfaces,we realize va...
关键词:Fourier convolution operation metasurface terahertz wave flexible manipulation 
Computational ghost imaging with deep compressed sensing被引量:1
《Chinese Physics B》2021年第12期455-458,共4页Hao Zhang Yunjie Xia Deyang Duan 
Project supported by the National Natural Science Foundation of China(Grant Nos.11704221,11574178,and 61675115);the Taishan Scholar Project of Shandong Province,China(Grant No.tsqn201812059)。
Computational ghost imaging(CGI)provides an elegant framework for indirect imaging,but its application has been restricted by low imaging performance.Herein,we propose a novel approach that significantly improves the ...
关键词:computational ghost imaging compressed sensing deep convolution generative adversarial network 
An image compressed sensing algorithm based on adaptive nonlinear network
《Chinese Physics B》2020年第5期243-253,共11页Yuan Guo Wei Chen Shi-Wei Jing 
Project supported by the National Natural Science Foundation of China(Grant No.61872204);the Natural Science Fund of Heilongjiang Province,China(Grant No.F2017029);the Scientific Research Project of Heilongjiang Provincial Universities,China(Grant No.135109236);the Graduate Research Project,China(Grant No.YJSCX2019042).
Traditional compressed sensing algorithm is used to reconstruct images by iteratively optimizing a small number of measured values.The computation is complex and the reconstruction time is long.The deep learning-based...
关键词:compressed sensing deep learning bilinear interpolation dilate convolution 
Disorder induced phase transition in magnetic higher-order topological insulator: A machine learning study
《Chinese Physics B》2019年第11期308-315,共8页Zixian Su Yanzhuo Kang Bofeng Zhang Zhiqiang Zhang Hua Jiang 
Project supported by the National Natural Science Foundation of China(Grant No.11822407);the Priority Academic Program Development of Jiangsu Higher Education Institutions,China
Previous studies presented the phase diagram induced by the disorder existing separately either in the higher-order topological states or in the topological trivial states, respectively. However, the influence of diso...
关键词:DISORDER effects CONVOLUTION neural network HIGHER-ORDER TOPOLOGICAL STATES 
Some corrections to the Thomas-Fermi theory
《Chinese Physics B》2013年第8期551-556,共6页Janusz Chrzanowski 
In the presented model the wave function describing the electron is a superposition of contributions from individual components of the system, in the case of metals -- lattice ions and in this sense refers not to a si...
关键词:screening parameter CONVOLUTION Fermi surface 
Electron beam density imaging system at Beam study using a portable slit the Shanghai Electron Ion Trap
《Chinese Physics B》2011年第8期136-142,共7页Yang Yang Lu Di Pu Yun-Qing Yao Ke Chen Wei-Dong Xiao Jun Geng Zhi-Xian Roger Hutton Zou Ya-Ming 
Project supported by the National Natural Science Foundation of China (Grant No. 11074049), the Chinese National Fusion Project for ITER (Grant No. 2009GB106001), and the Shanghai Leading Academic Discipline Project, China (Grant No. B107).
In this work, a portable slit imaging system is developed to study both the electron beam diameter and the profile of the newly developed Shanghai Electron Beam Ion Trap (Shanghai EBIT). Images are detected by a cha...
关键词:electron beam density slit imaging de-convolution 
The recording of digital hologram at short distance and reconstruction using convolution approach被引量:1
《Chinese Physics B》2009年第1期189-194,共6页陈利平 吕晓旭 
Project supported by the National Natural Science Foundation of China (Grant Nos 60747001 and 60467003)
By adopting in-line lensless Fourier setup and phase-shifting technique, we recorded the phase-shifting digital hologram at short distance. As the Fresnel diffraction condition is no longer valid, the convolution appr...
关键词:short-distance digital holography convolution algorithm sinc-interpolation 
Calculation of the reactor neutron time of flight spectrum by convolution technique
《Chinese Physics B》2008年第8期2881-2884,共4页程金星 欧阳晓平 郑毅 张安慧 欧阳茂解 
It is a very complex and time-consuming process to simulate the nuclear reactor neutron spectrum from the reactor core to the export channel by applying a Monte Carlo program. This paper presents a new method to calcu...
关键词:convolution technique neutron transportation time of flight response function time spectrum 
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