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TFC: Transformer Fused Convolution for Adversarial Domain Adaptation Journal article
Wang, Mengzhu, Chen, Junyang, Wang, Ye, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. TFC: Transformer Fused Convolution for Adversarial Domain Adaptation[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 697-706.
Authors:  Wang, Mengzhu;  Chen, Junyang;  Wang, Ye;  Gong, Zhiguo;  Wu, Kaishun; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:4.5/4.6 | Submit date：2024/02/22
Convolutional Neural Networks (Cnns)  Transfer Fused Convolution  Unsupervised Domain Adaptation (Uda)  Vision Transform  
Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters Journal article
Lu, Yao, Zhang, Le, Yang, Xiaofei, Zhou, Yicong. Efficient Harmonic Neural Networks With Compound Discrete Cosine Transform Filters and Shared Reconstruction Filters[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(1), 693-707.
Authors:  Lu, Yao;  Zhang, Le;  Yang, Xiaofei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2024/02/22
Compound Discrete Cosine Transform (C-dct) Filter  Convolutional Neural Networks (Cnns)  Discrete Cosine Transform (Dct)  Harmonic Neural Networks (Hnns)  Shared Reconstruction Filter  
ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface Journal article
Tao, Wei, Wang, Ze, Wong, Chi Man, Jia, Ziyu, Li, Chang, Chen, Xun, Chen, C. L.Philip, Wan, Feng. ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface[J]. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023, 32, 154-165.
Authors:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:4.8/5.4 | Submit date：2024/02/22
Brain-computer Interface (Bci)  Convolutional Neural Networks (Cnns)  Motor Imagery (Mi)  Self-attention Mechanism  
Image Recognition Based on Enhanced-Conformer Conference paper
Gong, Runlin, Qi, Ke, Zhou, Yicong, Chen, Wenbin, Zhang, Jingdong. Image Recognition Based on Enhanced-Conformer[C], 2023, 114-120.
Authors:  Gong, Runlin;  Qi, Ke;  Zhou, Yicong;  Chen, Wenbin;  Zhang, Jingdong
Favorite | TC[Scopus]:0 | Submit date：2023/03/06
Cnns  Extra-attention  Image Recognition  Transformer  
Highly shared Convolutional Neural Networks Journal article
Lu, Yao, Lu, Guangming, Zhou, Yicong, Li, Jinxing, Xu, Yuanrong, Zhang, David. Highly shared Convolutional Neural Networks[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175, 114782.
Authors:  Lu, Yao;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Xu, Yuanrong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2021/12/08
Cnns  Deep Learning  Group Convolutions  Highly Shared Convolutions  Hsc-nets  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
Pay Attention to Features, Transfer Learn Faster CNNs Conference paper
Wang, Kafeng, Gao, Xitong, Zhao, Yiren, Li, Xingjian, Dou, Dejing, Xu, Cheng-Zhong. Pay Attention to Features, Transfer Learn Faster CNNs[C], 2020.
Authors:  Wang, Kafeng;  Gao, Xitong;  Zhao, Yiren;  Li, Xingjian;  Dou, Dejing; et al.
Favorite | TC[Scopus]:30 | Submit date：2022/01/26
Transfer Learning  Pruning  Faster Cnns  
Intelligent Machine Tools Recognition Based on Hybrid CNNs and ELMs Networks Conference paper
Zhang, K., Tang, L.L., Yang, Z. X., Luo, L.Q.. Intelligent Machine Tools Recognition Based on Hybrid CNNs and ELMs Networks[C], 2019.
Authors:  Zhang, K.;  Tang, L.L.;  Yang, Z. X.;  Luo, L.Q.
Favorite |  | Submit date：2022/08/31
Machine Tools Recognition  Convolutional Neural Networks(CNNs)  Extreme Learning Machine  Auto-Encoder