A new class of robust and predefined-time consensus protocol based on noise-tolerant ZNN models. - Jiajie Luo; Lin Xiao 002; Penglin Cao; Xiaopeng Li (Appl. Soft Comput., 2023)

Prescribed-time robust ZNN models for solving equality and inequality systems. - Lin Xiao 002; Penglin Cao; Lei Jia; Yongjun He 001; Wentong Song (J. Frankl. Inst., 2023)

A novel fixed-time error-monitoring neural network for solving dynamic quaternion-valued Sylvester equations. - Lin Xiao 002; Penglin Cao; Zidong Wang 001; Sai Liu (Neural Networks, 2024)

Predefined-Time Noise Immunity ZNN Model for Dynamic Quaternion Least Squares Problem and Application to Synchronization of Hyperchaotic Systems. - Lin Xiao 002; Penglin Cao; Yongjun He 001; Liu Luo; Linju Li (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

A Variable-Gain Fixed-Time Convergent and Robust ZNN Model for Image Fusion: Design, Analysis, and Verification. - Lin Xiao 002; Xiangru Yan; Yongjun He 001; Penglin Cao (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Fixed-Time Noise-Tolerance ZNN Model for Time-Variant Inequality-Constrained Quaternion Matrix Least-Squares Problem. - Lin Xiao 002; Penglin Cao; Wentong Song; Liu Luo; Wensheng Tang (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Dynamic-Varying Parameter Enhanced ZNN Model for Solving Time-Varying Complex-Valued Tensor Inversion With Its Application to Image Encryption. - Lin Xiao 002; Xiaopeng Li; Penglin Cao; Yongjun He 001; Wensheng Tang; Jichun Li 002; Yaonan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Modified Noise-Immune Fuzzy Neural Network for Solving the Quadratic Programming With Equality Constraint Problem. - Jianhua Dai; Liu Luo; Lin Xiao 002; Lei Jia; Penglin Cao; Jichun Li 002; Natalio Krasnogor; Yaonan Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent Systems. - Penglin Cao; Lin Xiao 002; Yongjun He 001; Jichun Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2024)