C Hua, X Cao, B Liao, S Li - Frontiers in Neurorobotics, 2023 - frontiersin.org
The field of computer science has undergone rapid expansion due to the increasing interest in improving system performance. This has resulted in the emergence of advanced …
L Xiao, Y He, B Liao - Expert Systems with Applications, 2022 - Elsevier
Linear equations (LEs) play an essential role in mathematics. Nevertheless, the vast majority of fixed-parameter zeroing neural network (ZNN) models are not fast enough to solve LEs …
A robust noise-tolerant zeroing neural network (ZNN) is introduced for solving time-varying linear matrix equations (TVLME). The convergence speed of designed neural dynamics is …
A family of varying-parameter finite-time zeroing neural networks (VPFTZNN) is introduced for solving the time-varying Sylvester equation (TVSE). The convergence speed of the …
This paper analyzes the existing zeroing neural network (ZNN) models from the perspective of control theory. It proposes an exclusive ZNN model for solving the dynamic complex …
Y He, L Xiao, F Sun, Y Wang - Applied Soft Computing, 2022 - Elsevier
Zeroing neural network (ZNN) is an effective means of handling the dynamic Lyapunov equation. However, the conventional ZNN's convergence speed relies heavily on its initial …
J Jin, W Chen, L Zhao, L Chen, Z Tang - Computational and Applied …, 2022 - Springer
Zeroing neural network has proved its powerful abilities and efficiency in solving various time-varying problems, and its convergence and robustness have been deeply studied in …
Z Zhang, B Chen, Y Luo - IEEE Transactions on Neural …, 2022 - ieeexplore.ieee.org
Corona virus disease 2019 is an extremely fatal pandemic around the world. Intelligently recognizing X-ray chest radiography images for automatically identifying corona virus …
Z Zhang, Y Song, L Zheng, Y Luo - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Nonlinear inequalities are widely used in science and engineering areas, attracting the attention of many researchers. In this article, a novel jump-gain integral recurrent (JGIR) …