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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]:0 TC[Scopus]:0 | Submit date:2021/09/20
Computation efficiency  convolutional neural network (CNN)  FPGA  object recognition  reconfigurability  
Efficient Outdoor Video Semantic Segmentation Using Feedback-Based Fully Convolution Neural Network Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 8,Page: 5128-5136
Authors:  Wong,Chi Chong;  Gan,Yanfen;  Vong,Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
Feedback network  fully convolution  image segmentation  
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network Journal article
Computers in Biology and Medicine, 2020,Volume: 123
Authors:  Liu,Yu;  Ding,Yufeng;  Li,Chang;  Cheng,Juan;  Song,Rencheng;  Wan,Feng;  Chen,Xun
Favorite |  | TC[WOS]:5 TC[Scopus]:12 | Submit date:2021/03/11
Capsule network  Deep learning  Electroencephalogram (EEG)  Emotion recognition  
Deep-AmPEP30: Improve Short Antimicrobial Peptides Prediction with Deep Learning Journal article
Molecular Therapy - Nucleic Acids, 2020,Volume: 20,Page: 882-894
Authors:  Yan,Jielu;  Bhadra,Pratiti;  Li,Ang;  Sethiya,Pooja;  Qin,Longguang;  Tai,Hio Kuan;  Wong,Koon Ho;  Siu,Shirley W.I.
Favorite |  | TC[WOS]:20 TC[Scopus]:22 | Submit date:2021/03/04
AmPEP  ampicillin  antimicrobial peptide  AxPEP  Candida glabrata  convolutional neural network  drug discovery  machine learning  reduced amino acid composition  
Radar based object recognition with convolutional neural network Conference paper
Asia-Pacific Microwave Conference Proceedings, APMC, Singapore, 10-13 Dec. 2019
Authors:  Kin Chong Loi;  Pedro Cheong;  Wai Wa Choi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Radar  Deep Learning  Convolutional Neural Network  Object Recognition  Inception V3  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2021/03/09
Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
Deep and Ordinal Ensemble Learning for Human Age Estimation from Facial Images Journal article
IEEE Transactions on Information Forensics and Security, 2020,Volume: 15,Page: 2361-2374
Authors:  Xie,Jiu Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:9 TC[Scopus]:12 | Submit date:2021/03/11
convolutional neural network  ensemble learning  Human age estimation  ordinal regression  
An ELM-Embedded Deep Learning Based Intelligent Recognition System for Computer Numeric Control Machine Tools Journal article
IEEE Access, 2020,Volume: 8,Page: 24616-24629
Authors:  Luo,Luqing;  Yang,Zhi Xin;  Tang,Lulu;  Zhang,Kun
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/03/11
CNC tool recognition  convolutional neural networks  extreme learning machines auto-encode  hybrid deep learning networks  tool library database  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
IEEE Transactions on Affective Computing, 2020
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu;  Wan,Feng;  Chen,Xun
Favorite |  | TC[WOS]:0 TC[Scopus]:20 | Submit date:2021/03/11
channel-wise attention  Convolution  Data mining  Databases  Electroencephalogram (EEG)  Electroencephalography  Emotion recognition  emotion recognition  Feature extraction  self-attention  Task analysis  
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Conference paper
Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019
Authors:  Zhao,Yiren;  Gao,Xitong;  Guo,Xuan;  Liu,Junyi;  Wang,Erwei;  Mullins,Robert;  Cheung,Peter Y.K.;  Constantinides,George;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:3 TC[Scopus]:9 | Submit date:2021/03/09
Auto-generation  CNN hardware accelerator