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Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients Journal article
Li, Chenyang, Kou, Kit Ian, Zhang, Yanlin, Liu, Yang. Advancements in exponential synchronization and encryption techniques: Quaternion-Valued Artificial Neural Networks with two-sided coefficients[J]. Neural Networks, 2025, 183, 106982.
Authors:  Li, Chenyang;  Kou, Kit Ian;  Zhang, Yanlin;  Liu, Yang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:6.0/7.9 | Submit date：2025/01/22
Quaternion-valued Artificial Neural Networks  Exponential Synchronization  Controllers  Encryption Of Image  Two-sided Coefficient  
Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control Journal article
Zhang, Yanlin, Yang, Liqiao, Kou, Kit Ian, Liu, Yang. Synchronization of fractional-order quaternion-valued neural networks with image encryption via event-triggered impulsive control[J]. Knowledge-Based Systems, 2024, 296, 111953.
Authors:  Zhang, Yanlin;  Yang, Liqiao;  Kou, Kit Ian;  Liu, Yang
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/06/05
Event-triggered Impulsive Control  Finite-time Synchronization  Fractional-order Quaternion-valued Neural Networks  Image Encryption And Decryption  Quaternion-valued Linear Matrix Inequalities  
QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation Journal article
Deng, Zhengnan, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Huang, Zhixin, Liang, Zhixin. QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation[J]. Physics in Medicine and Biology, 2024, 69(1), 015014.
Authors:  Deng, Zhengnan;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.3/3.4 | Submit date：2024/02/22
Brain Tumor Segmentation  Lightweight  Mutual Learning  Quaternion Neural Networks  
Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays Journal article
Zhang,Yanlin, Yang,Liqiao, Kou,Kit Ian, Liu,Yang. Fixed-time synchronization for quaternion-valued memristor-based neural networks with mixed delays[J]. Neural Networks, 2023, 165, 274-289.
Authors:  Zhang,Yanlin;  Yang,Liqiao;  Kou,Kit Ian;  Liu,Yang
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:6.0/7.9 | Submit date：2023/08/03
Fixed-time Synchronization  Memristor-based Neural Networks  Nonlinear Controllers  Quaternion-valued  Unilateral Coefficients