Then, by exploiting the proposed formula to discretize the continuous-time zeroing neural network [or termed, continuous-time Zhang neural network (ZNN)] models, two new discrete-time zeroing neural network [or termed, discrete-time ZNN (DTZNN)] models are proposed, analyzed and investigated for...
2024, IEEE Transactions on Neural Networks and Learning Systems Explicit Linear Left-and-Right 5-Step Formulas With Zeroing Neural Network for Time-Varying Applications 2023, IEEE Transactions on Cybernetics Modified Zeroing Neurodynamics Models for Range-Based WSN Localization From AOA and TDOA Measuremen...
Zeroing Neural Network for Solving Time-Varying Linear Equation and Inequality Systems 2019, IEEE Transactions on Neural Networks and Learning Systems The Application of Noise-Tolerant ZD Design Formula to Robots' Kinematic Control via Time-Varying Nonlinear Equations Solving 2018, IEEE Transactions on Sy...
Predefined-Time Stability-Based Zeroing Neural Networks and Their Application in Solving the Lyapunov Equation ArticleOpen access07 February 2024 General Five-Step Discrete-Time Zhang Neural Network for Time-Varying Nonlinear Optimization Explore related subjects Discover the latest articles and news from re...
By a News Reporter-Staff News Editor at Network Daily Ne ws – A new studyon networks is now available. According to news reporting orig inating from Changchun, People's Republicof China, by NewsRx correspondents, re search stated, "To reduce transportation time, a discrete zeroingneural ...
Numerical models,Mathematical model,Trajectory,Neural networks,Analytical models,Computational modeling,Finite wordlength effectsIn this work, time-dependent linear and nonlinear inequalities system (TDLNIS) is studied and solved. First, using zeroing neural network (ZNN) method twice, a continuous time-...
Neural networksLinear inequality (LI) plays an important role in many fields of science and engineering. Recently, a typical neural dynamics called zeroing dynamics (ZD) has been reported for online solution of time-varying LI (TVLI). On the basis of the previous work, the discrete-time form...
Time-varying pseudoinversion based on full-rank decomposition and zeroing neural networks. Mathematics 2023, 11, 600. [Google Scholar] [CrossRef] Chen, J.; Zhang, Y. Online singular value decomposition of time-varying matrix via zeroing neural dynamics. Neurocomputing 2020, 383, 314–323. [...
ZND Zeroing neural dynamics CTQRD Continuous-time QR decomposition ZeaD Zhang et al discretization DTQRD Discrete-time QR decomposition ODE Ordinary differential equation Appendix A The proof of Theorem 1 is given as follows. Proof. To make the proof process more concise and clear, the symbol (...