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An FPGA-Based Energy-Efficient Reconfigurable Convolutional Neural Network Accelerator for Object Recognition Applications Journal article
IEEE Transactions on Circuits and Systems II: Express Briefs, 2021,Volume: 68,Issue: 9,Page: 3143-3147
Authors:  Li, Jixuan;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Rui P.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/09/20
Computation Efficiency  Convolutional Neural Network (Cnn)  Fpga  Object Recognition  Reconfigurability  
A 4-bit Mixed-Signal MAC Array with Swing Enhancement and Local Kernel Memory Conference paper
Midwest Symposium on Circuits and Systems, Lansing, MI, USA, 13 September 2021
Authors:  Yu, Wei Han;  Giordano, Massimo;  Doshi, Rohan;  Zhang, Minglei;  Mak, Pui In;  Martins, Rui P.;  Murmann, Boris
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/10/28
Deep Neural Networks  Hardware Accelerators  In-memory Computing  Mixed-signal Integrated Circuits  Switched Capacitor Circuits  
Hybrid forecasting method for wind power integrating spatial correlation and corrected numerical weather prediction Journal article
Applied Energy, 2021,Volume: 293
Authors:  Hu, Shuai;  Xiang, Yue;  Zhang, Hongcai;  Xie, Shanyi;  Li, Jianhua;  Gu, Chenghong;  Sun, Wei;  Liu, Junyong
Favorite |  | TC[WOS]:5 TC[Scopus]:5 | Submit date:2021/09/09
Gaussian Process  Hybrid Model  Kernel Function  Numerical Weather Prediction  Spatial Correlation  Wind Power Forecasting  
Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
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fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature  
Revisiting Nyström extension for hypergraph clustering Journal article
Neurocomputing, 2020,Volume: 403,Page: 247-256
Authors:  Zhong,Guo;  Pun,Chi Man
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Hypergraph clustering  Incidence matrix  Large-scale clustering  Nyström extension  Sampling  
The strong substructure and feature attention mechanism for image semantic segmentation Journal article
Concurrency Computation, 2020
Authors:  Zhang,Yuhang;  Ren,Hongshuai;  Yang,Wensi;  Wang,Yang;  Ye,Kejiang;  Xu,Cheng Zhong
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a Cross-channel Structure  Satellite Image Recognition  Semantic Segmentation  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering