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Editorial: Information theory meets deep neural networks: theory and applications Other
2024-07-15
Authors:  Zhang, Anguo;  Zhang, Qichun;  Zhao, Kai
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/05
Artificial Neural Networks  Deep Learning—artificial Intelligence  Deep Neural Networks (Dnns)  Information Bottleneck  Information Theory  
Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation Conference paper
Yu, Huina, Gao, Lingyan, Yu, Huitao, Zhang, Anguo. Vision Transformer based UNet with Multi-Head Attention for Medical Image Segmentation[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 1737-1741.
Authors:  Yu, Huina;  Gao, Lingyan;  Yu, Huitao;  Zhang, Anguo
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Deep Learning  Medical Image Segmentation  Self-attention  Unet  Vision Transformer  
DYNAMIC ADJUSTMENT NEURAL NETWORK-BASED COOPERATIVE CONTROL for VEHICLE PLATOONS with STATE CONSTRAINTS Journal article
Wang, Ping, Gao, Min, Li, Junyu, Zhang, Anguo. DYNAMIC ADJUSTMENT NEURAL NETWORK-BASED COOPERATIVE CONTROL for VEHICLE PLATOONS with STATE CONSTRAINTS[J]. International Journal of Applied Mathematics and Computer Science, 2024, 34(2), 211-224.
Authors:  Wang, Ping;  Gao, Min;  Li, Junyu;  Zhang, Anguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.6/1.4 | Submit date：2024/08/05
Cooperative Control  Dynamic Adjustment Neural Network (Dann)  State Constraint  Vehicle Platoon  
Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity Journal article
Chen, Qing, Li, Xiumin, Zhang, Anguo, Song, Yongduan. Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54(2), 1133-1142.
Authors:  Chen, Qing;  Li, Xiumin;  Zhang, Anguo;  Song, Yongduan
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:9.4/10.3 | Submit date：2023/01/30
Multiclustered Structure  Tracking Control  Echo State Network (Esn)  Intrinsic Plasticity (Ip)  Neurons  Artificial Neural Networks  Reservoirs  Ip Networks  Control Systems  Topology  Mimo Communication  
Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks Journal article
Yang, Xudong, Yan, Hongli, Zhang, Anguo, Xu, Pan, Pan, Sio Hang, Vai, Mang I., Gao, Yueming. Emotion recognition based on multimodal physiological signals using spiking feed-forward neural networks[J]. Biomedical Signal Processing and Control, 2024, 91, 105921.
Authors:  Yang, Xudong;  Yan, Hongli;  Zhang, Anguo;  Xu, Pan;  Pan, Sio Hang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:4.9/4.9 | Submit date：2024/05/16
Emotion Recognition  Feature Extraction  Multimodal Physiological Signals  Spiking Feed-forward Neural Networks  Time Series  Wearable Wristbands  
Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles Journal article
Wei Yu, Ning Yang, Zhijiong Wang, Hung Chun Li, Anguo Zhang, Chaoxu Mu, Sio Hang Pun. Fault-Tolerant Attitude Tracking Control Driven by Spiking NNs for Unmanned Aerial Vehicles[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023.
Authors:  Wei Yu;  Ning Yang;  Zhijiong Wang;  Hung Chun Li;  Anguo Zhang; et al.
Favorite |   IF:10.2/10.4 | Submit date：2024/08/26
A 4-Channel Optogenetic Stimulation, 16-Channel Recording Neuromodulation System with Real-Time Micro-LED Detection Function Journal article
Xia, Yu, Zheng, Ruihan, Wang, Liyang, Zhang, Anguo, Li, Dongming, Wu, Yufei, Gao, Yueming, Xu, Yanyan, Zhang, Baijun, Li, Hungchun, Mak, Peng Un, Vai, Mang I., Pun, Sio Hang. A 4-Channel Optogenetic Stimulation, 16-Channel Recording Neuromodulation System with Real-Time Micro-LED Detection Function[J]. Electronics (Switzerland), 2023, 12(23), 4783.
Authors:  Xia, Yu;  Zheng, Ruihan;  Wang, Liyang;  Zhang, Anguo;  Li, Dongming; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/2.6 | Submit date：2024/01/02
Asic  Micro-led Detection  Neural Signal Recording  Neural Stimulation  Optogenetic Neuromodulation System  
Event-Triggered Cooperative Control for High-Order Nonlinear Multi-Agent Systems with Finite-Time Consensus Journal article
Gong, Shiyin, Zheng, Meirong, Hu, Jing, Zhang, Anguo. Event-Triggered Cooperative Control for High-Order Nonlinear Multi-Agent Systems with Finite-Time Consensus[J]. International Journal of Applied Mathematics and Computer Science, 2023, 33(3), 439-448.
Authors:  Gong, Shiyin;  Zheng, Meirong;  Hu, Jing;  Zhang, Anguo
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:1.6/1.4 | Submit date：2024/01/10
Cooperative Control  Event-triggered Control  Multi-agent Systems  Neuro-adaptive Control  Prescribed Performance  
Highway Connection for Low-Latency and High-Accuracy Spiking Neural Networks Journal article
Zhang,Anguo, Wu,Junyi, Li,Xiumin, Li,Hung Chun, Gao,Yueming, Pun,Sio Hang. Highway Connection for Low-Latency and High-Accuracy Spiking Neural Networks[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(12), 4579-4583.
Authors:  Zhang,Anguo;  Wu,Junyi;  Li,Xiumin;  Li,Hung Chun;  Gao,Yueming; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:4.0/3.7 | Submit date：2023/08/03
Biological Neural Networks  Computational Modeling  Firing  Highway Connection  Inference Response Speed  Membrane Potentials  Neurons  Road Transportation  Spiking Neural Network  Training  
Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks Journal article
Zhang, Anguo, Han, Ying, Hu, Jing, Niu, Yuzhen, Gao, Yueming, Chen, Zhizhang, Zhao, Kai. Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks[J]. IEEE Transactions on Cognitive and Developmental Systems, 2022, 14(4), 1766-1777.
Authors:  Zhang, Anguo;  Han, Ying;  Hu, Jing;  Niu, Yuzhen;  Gao, Yueming; et al.
Favorite | TC[WOS]:11 TC[Scopus]:10  IF:5.0/4.6 | Submit date：2022/05/13
Fast Response Network  Self-evolutionary Neuron Model  Spiking Neural Network  Synaptic Plasticity.