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A method and device for training classification models and data classification Patent
专利类型: 发明专利Invention,
Authors:  Kafeng Wang;  Chengzhong Xu;  Haoyi Xiong;  Xingjian Li;  Dejing Dou
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/29
Deep Learning  Efficiency  Neural Network  Compression  Dynamic Computing  
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
IEEE Transactions on Image Processing, 2022,Page: 5469-5483
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou;  Yuntao Qian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation  
CDGAT: A graph attention network method for credit card defaulters prediction Journal article
Applied Intelligence, 2022
Authors:  Wu, Jun;  Zhao, XiongFei;  Yuan, Hang;  Si, Yain-Whar
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Credit Scoring  Defaulters Prediction  Graph Convolutional Neural Network  Node Classi cation  Neighbors Sampling  
PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 7,Page: 3010–3023
Authors:  Ma, Ruijun;  Zhang, Bob;  Zhou, Yicong;  Li, Zhengming;  Lei, Fangyuan
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2022/05/13
Attention Neural Network  Awgn  Image Denoising  Image Denoising  Learning Systems  Neural Networks  Noise Measurement  Noise Reduction  Pd Control  Proportional-integral-derivative (Pid) Controller  Real Photograph.  
A 108-nW 0.8-mm 2 Analog Voice Activity Detector Featuring a Time-Domain CNN With Sparsity-Aware Computation and Sparsified Quantization in 28-nm CMOS Journal article
IEEE Journal of Solid-State Circuits, 2022,Volume: 57,Issue: 11,Page: 1-10
Authors:  Chen, Feifei;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Rui P.
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Approximate Computing  Convolutional Neural Network (Cnn)  Feature Extraction  Keyword Spotting (Kws)  Quantization  Reconfigurable  Sparsity  Switched-capacitor Circuits  Voice Activity Detection (Vad)  
Automatic Detection Pipeline for Accessing the Motor Severity of Parkinson’s Disease in Finger Tapping and Postural Stability Journal article
IEEE Access, 2022,Volume: 10,Page: 66961
Authors:  Ning Yang;  De-Feng Liu;  Tao Liu;  Tianyuan Han;  Pingyue Zhang;  Xuenan Xu;  Siyu Lou;  Huan-guang Liu;  An-Chao Yang;  Cheng Dong;  Mang I Vai;  Sio Hang Pun;  Jian-Guo Zhang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/07
Activity Recognition  Deep Learning  Finger Tapping  Neural Network  Parkinson’s Disease  Pose Estimation  Postural Stability  
A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu;  Zhang, Xiang;  Gong, Zhiguo;  Wu, Kaishun;  Leung, Victor C.M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Graph Neural Networks  Layered Loss  Network Embedding  Pre-training Of Unlabeled Nodes  
An FPGA-Based Energy-Efficient Reconfigurable Depthwise Separable Convolution Accelerator for Image Recognition Journal article
IEEE Transactions on Circuits and Systems II: Express Briefs, 2022
Authors:  Lei Xuan;  Ka-Fai Un;  Chi-Seng Lam;  Rui P. Martins
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/06/14
Computational Cost , Convolutional Neural Network (Cnn) , Field-programmable Gate Array (Fpga) , Mobilenetv2 , Neural Network , Quantization  
The Masking Impact of Intra-artifacts in EEG on Deep Learning-based Sleep Staging Systems: A Comparative Study Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022,Volume: 30,Page: 1452-1463
Authors:  Hangyu Zhu;  Yonglin Wu;  Ning Shen;  Jiahao Fan;  Linkai Tao;  Cong Fu;  Huan Yu;  Feng Wan;  Sio Hang Pun;  Chen Chen;  Wei Chen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/22
Electroencephalography Signals  Blind Source Separation  Intra-artifacts Removal  Sleep Staging  Neural Network  
Hyperspectral Image Transformer Classification Networks Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022
Authors:  Yang, Xiaofei;  Cao, Weijia;  Lu, Yao;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/17
3d Convolution Projection  Convolution  Convolution Neural Network  Data Mining  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Task Analysis  Three-dimensional Displays  Transformers  Transformers