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Electromyogram-strain synergetic intelligent artificial throat Journal article
Chemical Engineering Journal, 2022,Volume: 449
Authors:  Qiao, Yancong;  Gou, Guangyang;  Shuai, Hua;  Han, Fei;  Liu, Haidong;  Tang, Hao;  Li, Xiaoshi;  Jian, Jinming;  Wei, Yuhong;  Li, Yuanfang;  Xie, Chenglin;  He, Xinyi;  Liu, Zhiyuan;  Song, Rong;  Zhou, Bingpu;  Tian, He;  Yang, Yi;  Ren, Tian Ling;  Zhou, Jianhua
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Intelligent artificial throat  Nanomesh  Physiological electrodes  Strain sensor  Thermoacoustic effect  
Computationally convolutional ghost imaging Journal article
Optics and Lasers in Engineering, 2022,Volume: 159
Authors:  Ye, Zhiyuan;  Zheng, Peixia;  Hou, Wanting;  Sheng, Dian;  Jin, Weiqi;  Liu, Hong Chao;  Xiong, Jun
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Computational ghost imaging  Image-free convolution  Optical image processing  Single-pixel imaging  
Multi-mode dynamic residual graph convolution network for traffic flow prediction Journal article
Information Sciences, 2022,Volume: 609,Page: 548-564
Authors:  Huang, Xiaohui;  Ye, Yuming;  Ding, Weihua;  Yang, Xiaofei;  Xiong, Liyan
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Graph convolution network  Multi-mode fusion  Spatio-temporal data  Traffic flow prediction  
Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities Conference paper
Madrid, Spain, July 11th to 15th, 2022
Authors:  Jiandian Zeng;  Tianyi Liu;  Jiantao Zhou
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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)  
An FPGA-Based Transformer Accelerator Using Output Block Stationary Dataflow for Object Recognition Applications Journal article
IEEE Transactions on Circuits and Systems II: Express Briefs, 2022
Authors:  Zhao, Zhongyu;  Cao, Rujian;  Un, Ka Fai;  Yu, Wei Han;  Mak, Pui In;  Martins, Pui P.
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Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
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Broad And Deep Architecture  Broading Learning System  High-dimensional Data  Representation Learning  
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:  Xuan, Lei;  Un, Ka Fai;  Lam, Chi Seng;  Martins, Rui P.
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Computational Cost , Convolutional Neural Network (Cnn) , Field-programmable Gate Array (Fpga) , Mobilenetv2 , Neural Network , Quantization  
Hyperspectral Image Transformer Classification Networks Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022
Authors:  Yang, Xiaofei;  Cao, Weijia;  Lu, Yao;  Zhou, Yicong
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3d Convolution Projection  Convolution  Convolution Neural Network  Data Mining  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Task Analysis  Three-dimensional Displays  Transformers  Transformers  
Multi-step Coupled Graph Convolution with Temporal-Attention for Traffic Flow Prediction Journal article
IEEE Access, 2022
Authors:  Huang, Xiaohui;  Ye, Yuming;  Yang, Xiaofei;  Xiong, Liyan
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Convolution  Data Mining  Data Models  Feature Extraction  Graph Convolutional Network  Mathematical Models  Multi-step Attention  Predictive Models  Roads  Traffic Flow Prediction