Web28 de mar. de 2024 · A new type of complex-valued RNNs, called Zhang neural network (ZNN), was proposed in 2001 with the aim to overcome that drawback. ZNN models have been extensively exploited in solving various time … WebThe proposed dynamics use time derivative information from a known real or complex matrix. Furthermore, its theoretical analysis is provided to substantiate the convergence and effectiveness of solving the time-varying QRD problem.
Comparison on Zhang neural dynamics and gradient-based neural dynamics …
Web28 de dez. de 2024 · These models are termed as higher-order ZNN models (HOZNN) and are applicable in computing the matrix pseudoinverse. In addition, integration-enhanced … WebSince the discretization of ZNN dynamics leads to the Newton iterative method for solving the matrix inversion and generalized inversion, this study proposes and investigates a family of ZNN dynamical models known as higher-order ZNN (HOZNN) models, which are defined on the basis of correlation with hyperpower iterations of arbitrary order. react initialize array of objects
Continuous-Time Varying Complex QR Decomposition via Zeroing …
Web24 de abr. de 2024 · In [ 42 ], Li et al. developed a group of effective controllers using the zeroing dynamics (ZD) method, which is related to the ZNN method, in order to tackle the synchronization problem of the chaotic system by considering model uncertainty, parameter perturbation, and external noise disturbance. Web1 de out. de 2024 · An Accelerated Double-Integral ZNN with Resisting Linear Noise for Dynamic Sylvester Equation Solving and Its Application to the Control of the SFM … WebTowards Higher-Order Zeroing Neural Network Dynamics for Solving Time-Varying Algebraic Riccati Equations. Mathematics, 10. Website Abstract Stanimirović, P. S., Mourtas, S. D., Katsikis, V. N., Kazakovtsev, L. A., & Krutikov, V. N. (2024). Recurrent Neural Network Models Based on Optimization Methods. Mathematics, 10. Website … how to start mining archeage