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Predefined-time convergent neural networks for...
Journal article

Predefined-time convergent neural networks for solving the time-varying nonsingular multi-linear tensor equations

Abstract

Equation solving is one of the main subjects in various research fields. In this study, we consider tensor equations with time-varying nonsingular coefficient tensors and right-hand side vectors, which generalize the time-invariant tensor equations and also the time-varying or time-invariant linear equations studied by many researchers. Four complex-valued neural networks termed as ZNN-I, ZNN-II, WsbpPTZNN-I and WsbpPTZNN-II are proposed for …

Authors

Wang X; Mo C; Qiao S; Wei Y

Journal

Neurocomputing, Vol. 472, , pp. 68–84

Publisher

Elsevier

Publication Date

2 2022

DOI

10.1016/j.neucom.2021.11.108

ISSN

0925-2312