Literature DB >> 26277003

Finite-Time Stabilizability and Instabilizability of Delayed Memristive Neural Networks With Nonlinear Discontinuous Controller.

Leimin Wang, Yi Shen.   

Abstract

This paper is concerned about the finite-time stabilizability and instabilizability for a class of delayed memristive neural networks (DMNNs). Through the design of a new nonlinear controller, algebraic criteria based on M -matrix are established for the finite-time stabilizability of DMNNs, and the upper bound of the settling time for stabilization is estimated. In addition, finite-time instabilizability algebraic criteria are also established by choosing different parameters of the same nonlinear controller. The effectiveness and the superiority of the obtained results are supported by numerical simulations.

Mesh:

Year:  2015        PMID: 26277003     DOI: 10.1109/TNNLS.2015.2460239

Source DB:  PubMed          Journal:  IEEE Trans Neural Netw Learn Syst        ISSN: 2162-237X            Impact factor:   10.451


  1 in total

1.  Globally fixed-time synchronization of coupled neutral-type neural network with mixed time-varying delays.

Authors:  Mingwen Zheng; Lixiang Li; Haipeng Peng; Jinghua Xiao; Yixian Yang; Yanping Zhang; Hui Zhao
Journal:  PLoS One       Date:  2018-01-25       Impact factor: 3.240

  1 in total

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