Finite-time zeroing neural networks with novel activation function and variable parameter for solving time-varying Lyapunov tensor equation. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Jiajie Luo; Xiaopeng Li (Appl. Math. Comput., 2023)

A Novel Predefined-Time Neural Dynamics Model with Time-Base Generator for Nonlinear Equation Flows. - Linju Li; Lin Xiao 002; Yingqiang Ning (INDIN, 2024)

Predefined-Time Zeroing Neural Networks With Independent Prior Parameter for Solving Time-Varying Plural Lyapunov Tensor Equation. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Yongjun He 001; Jiajie Luo; Biao Luo (IEEE Trans. Neural Networks Learn. Syst., 2024)

Efficient Predefined-Time Adaptive Neural Networks for Computing Time-Varying Tensor Moore-Penrose Inverse. - Zhaohui Qi; Yingqiang Ning; Lin Xiao 002; Zidong Wang 001; Yongjun He 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)